tag:blogger.com,1999:blog-6686520117811213252024-03-17T10:26:47.813+05:30Blissful Lifeby Akshay S DineshAkshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.comBlogger415125tag:blogger.com,1999:blog-668652011781121325.post-17688780502283421242024-01-31T11:39:00.003+05:302024-01-31T11:39:34.750+05:30How the World Should Be and How the World Is <p>There are two modes of thinking in society and social work. "How The World Should Be" mode, and "How The World Is" mode. There is a constant friction between these two. This friction explains hundreds of debates I've been in and many of my own moral dilemmas. Understanding this friction and being able to categorize arguments/politics into these categories helps in navigating the human world.</p><p>Let's start with simple examples.</p><h2 style="text-align: left;">Examples <br /></h2><h4 style="text-align: left;">Example 1 <br /></h4><p>Situation: Let's say you're driving on the road. You drive at a reasonable speed using indicators and avoiding sudden movements of your vehicle. Suddenly someone cuts lanes and jumps in front of you forcing you to break and swerve to a side. Another vehicle behind you hits your back.</p><p>How the world should be: "Nobody should be cutting lanes all of a sudden. That's dangerous. People who do that should face consequences."</p><p>How the world is: "People cut lanes. People drive unsafe. You can try to drive defensively, yet you can get involved in an accident. And you will face some or the other consequences."</p><h4 style="text-align: left;">Example 2</h4><p>Situation: You're taking a sick patient to a hospital. You dialed 108 emergency ambulance service which is supposed to be free. After reaching the hospital, the ambulance team wants ₹₹₹ from you.</p><p>How the world should be: "Ambulance service should be free. Healthcare should be free. People shouldn't have to suffer from lack of money in accessing healthcare"</p><p>How the world is: "There is a lot of corruption. People demand bribe in healthcare in many different ways."</p><h4 style="text-align: left;">Example 3</h4><p>Situation: It is election time. Politicians are using religion to swing votes. Issues like healthcare, education are being neglected.<br /></p><p>How the world should be: "People should hold politicians accountable and not let them get away with corrupted politics"</p><p>How the world is: "People are voting for the corrupt politicians (for whatever reasons they may have)."</p><h2 style="text-align: left;">Differences</h2><p>As might be obvious from the examples, there are several differences between how the world should be and how the world is.</p><p>It is easy to see how the world is. One just has to live in it. Every day is a lesson in "the world as it is". It doesn't take much effort to understand and study it. It is accessible to everyone at all times. It is, in fact, unavoidable.<br /></p><p>The world that should be is an imaginary world. It requires us to think of something that doesn't exist already. It is set in the future. It is described using values, morality, and philosophy. It is harder to envision.</p><p>The world that should be is controversial too. Different people believe in different futures. There is often mutually exclusive worlds that come up. You can't have hyper-industrialized cities and clean air together. You can't have an authoritarian state and a democratic state together. You can't have religion and science together. Sometimes the imaginations aren't that starkly different, but they're still different in nuanced ways. It is those nuanced differences that leads to very many debates and fights within progressive groups.<br /></p><h2 style="text-align: left;">Implication</h2><p style="text-align: left;">The differences between the two ways of looking at the world immediately leads to the following important points.</p><h4 style="text-align: left;">There is a vast amount of things to know about how the world is</h4><p style="text-align: left;">What's happening in the world? How do human beings behave? What guides their actions? Is there any predictability? Why is there corruption? Why is there caste? Why is there religion? Why are people violent? Why is there inequity? Why is there gender? Why is there sickness? Why is there hate? Why is there love? Why is there harmony? Why is there peace? What is it that makes human beings tick? How do humans survive? What is the human spirit?</p><h4 style="text-align: left;">There is a vast amount of things to know about how the world should be</h4><p style="text-align: left;">How might the world be? How would it be organized? What will be the weaknesses of that world? What would the strengths be? What challenges will we face? What human potential will we unlock in that world?</p><h4 style="text-align: left;">There is a vast amount of things to know about how we can reach the world that should be from the world that is</h4><p style="text-align: left;">Knowing how the world should be is one thing. Knowing how to get from here to there is another thing. Any action we need to take towards the world that <i>should be</i> should start from the world that <i>is</i>. Firstly because that is the only world we have access to (by the laws of physics). But more importantly because it is the same people we are talking about. It is the same human beings. It is the same world that we want to transform.</p><p style="text-align: left;">We need theories of change. We need experiments and examples. We need strategies, intermediary states/goals, milestones, checkpoints, and so on.</p><h4 style="text-align: left;">Many dilemmas are manifestation of the friction between these stages of change</h4><p style="text-align: left;">I have struggled thinking about power. I hate hierarchy. And I see power as the core of hierarchy. In my "how the world should be" thinking, I used to constantly do things to give up power. But then, <a href="https://blog.learnlearn.in/2021/09/power-is-useful.html">I discovered that without power</a> it is very hard to do anything useful. This was very hard to accept though. I found even more reasons to not gain power. I said "<a href="https://blog.learnlearn.in/2022/08/love-is-enough.html">Love is Enough</a>". But love wasn't enough. "Love without power is sentimental and anemic" says Martin Luther King. </p><p style="text-align: left;">Here's how the above framework helps in my dilemma.</p><p style="text-align: left;">How the world is: Power centered and hierarchic.<br />How the world should be: Love centered and anarchic/anti-hierarchy.<br />How do we go from here to there: Power and love applied as needed for the change.<br /></p><p style="text-align: left;">There is another dilemma that's been with me since my childhood. That of religion. I am a rationalist. I do not even use the word "atheist" to describe myself because I don't want to discuss the idea of god even for saying that there is no such thing. For a long time I stayed with the idea that religions should be rejected en masse. Then I realized that a very huge number of human beings are deeply religious. So as per the framework this is how it should be resolved.<br /></p><p style="text-align: left;">How the world is: Religious and intolerant.<br />How the world should be: Rational and secular.<br />How do we go from here to there: Infuse rationalism into and through religion.</p><p style="text-align: left;">This is very much in line of how Gandhi uses Gita and Rama to make Hindus become better. Or how Ambedkar uses Buddha to make life better for many people. Religion has been used by them creatively. They infused modernity into religion.</p><h2 style="text-align: left;">Conclusion</h2><p style="text-align: left;">If you find yourself in the middle of a heated debate with people who are politically aligned, or with yourself (dilemmas), see if you can categorize the sides into "How the World Is" and "How the World Should Be". Then think about how you would strategize for going from here to there.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com1tag:blogger.com,1999:blog-668652011781121325.post-11215305938536003012023-11-18T14:50:00.000+05:302023-11-18T14:50:07.571+05:30Imaginary Heroes and Why A Radical Commitment to Truth is the Only Solution to Inequity<p>In my <a href="https://blog.learnlearn.in/2023/03/non-violence-wasnt-gandhis-only-message.html">post about truth and Gandhi</a>, I wrote about how a radical commitment to truth is the missing ingredient in the world today. In this post I will elaborate on that. To do this, I'll first recap what it means, then talk about the "inverted iceberg" model of savarna mediocrity, and finally illustrate what a radical commitment to truth would look like in practice.</p><h4 style="text-align: left;">Truth: a recap</h4><p>To know how powerful is truth one just needs to walk the path of a truthful person for a while. It is an incredibly powerful philosophy that's accessible to everyone. A radical commitment to truth <a href="https://blog.learnlearn.in/2023/03/non-violence-wasnt-gandhis-only-message.html">as I described with examples earlier</a>, has three components.</p><p></p><blockquote>1) Being in touch with your emotions and feelings, and showing commitment to try to label them accurately.<br />2) A commitment to yourself to not invalidate your own feelings. To not act in ways that go against your feelings.<br />3) A commitment to follow-up on things that you are uncertain of - so that you can arrive at the truth.</blockquote><p></p><p>This requires conviction and courage. And it provides immense strength.</p><p>It is easier to explain why this is "radical" by looking at the society as we have it today. A great example is provided in <a href="https://www.theswaddle.com/saving-the-world-like-a-savarna">Ravikant Kisana's article "Saving the World Like a Savarna"</a>:</p><p></p><blockquote><i>In the first few weeks of my doctoral studies at MICA, Ahmedabad, the professor was teaching us about Paulo Freire and the “Pedagogy of the Oppressed,” waxing eloquent about how the modern education system dehumanizes students and erodes their confidence daily. My cohort, though overwhelmingly Savarna, nonetheless had a few scholars from small towns. They didn’t have “good English” or “cultural polish” and struggled to follow the ornate vocabulary of our Brahmin professor. By this point in my life, I had mastered enough of the Savarna culture to pass off as “polished” and wealthy to their casual gaze.<br /><br />One day, in the privacy of her cabin, the same professor ranted to me about my cohort-mates, saying she could not believe how some of them had been admitted to the program and was counting on me as a “bright light” to get her through the course. I was shocked and struck by the contrast between talking so passionately about marginalized students’ issues in the lecture hall and making mean-spirited jibes at the same students in her office. In an immature move, I told the professor off and walked out. It immediately soured our equation and she, along with her husband who later became the Director of MICA, proceeded to bring the might of institutional hostility upon me for years, the effects of which still follow my career.</i></blockquote><p></p><p>This, Ravikant Kisana explains, is what is called "switching". RK defines it as "<i>the social behavior where Savarnas can pose as extremely radical and culturally progressive and then, with the flip of a metaphorical switch, slip back into their privileged family lives without the slightest existential friction</i>". RK further goes on to describe this like this: "<i>Such posturing that borders on social deception is a public role to be played, a curation, a “look,” an outfit of sorts to mask what is fundamentally a conservative social core that is extremely difficult to unlearn</i>"<br /></p><p>We could explain this in terms of truth (or the lack of it). The savarnas who do switching are living a lie. They are out of touch with their "inner core". They fail to label their own feelings (1), they fail to act according to their feelings (2), and consequently they have no need to look for the truth(3).</p><p>The solution to this would be to invert this lie and switch to truth. Before I illustrate that, let us look at how this "switching" is internalized by the whole society and how that is damaging the way we do anything.</p><h4 style="text-align: left;">The inverted iceberg model of savarna mediocrity<br /></h4><p>When we look at an iceberg, what do we see? We see the tip of an iceberg. About 90% of an iceberg is underneath the water. </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://upload.wikimedia.org/wikipedia/commons/a/ac/Iceberg.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="800" data-original-width="551" height="400" src="https://upload.wikimedia.org/wikipedia/commons/a/ac/Iceberg.jpg" width="276" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Here's the artificial picture of a full iceberg. <a href="https://commons.wikimedia.org/wiki/File:Iceberg.jpg">Created by</a> Uwe Kils (iceberg) and User:Wiska Bodo (sky)., <a href="http://creativecommons.org/licenses/by-sa/3.0/">CC BY-SA 3.0</a>, via Wikimedia Commons. If you actually look at the physics, iceberg wouldn't float this way as the stable orientation would be different.<br /></td></tr></tbody></table><p>This iceberg model is applicable to human beings also. When we see a human being, we're only seeing the tip of their unique lived experiences and life stories. Each person is at least 10x times more than what they are able to express. But, as is with icebergs, most people's true worth goes unrecognized. We see the tip of the iceberg and we narrow the person down to that tip. But we can sometimes be reminded about what's hidden behind the surface.<br /></p><p>This model accurately captures how most people get viewed by the society.</p><p>But in the case of savarnas*, the iceberg is inverted!</p><p><span style="font-size: x-small;"> * Please note two things. One, I am using the word savarna as an umbrella to stand for elite selfish people. Two, in many ways I myself am a savarna.</span> <br /></p><p>The savarnas are so loud, so much interested in talking, and hog up all the space. When this happens, rational people think "Oh, they must have a lot more to say and that's why they're speaking so much. Perhaps I'm only seeing the tip of the iceberg. I better see what more lies beneath the surface." And this leads to them getting more and more space.</p><p>Then, they repeat the obvious, they talk about the clichéd, they keep talking without saying anything.</p>The savarna icebergs are inverted. What you see is all that is there. There's nothing more than that.<p>When savarnas do heroic things or give inspiring talk, they are at the end of their wits. When they make "deep" intellectual points, they're talking from the maximum depth they can reach. There's nothing more in them!</p><p>But unfortunately we imagine that there is more. We create heroes out of them. We extrapolate their arguments and see them as bastions of hope and justice. We build imaginary heroes.</p><p>I don't want to name anyone, but if a savarna hero has ever shattered in front of you, you know who I'm speaking about. We thought they would do something because we built up a larger than life hero based on something they did/said in the past. And turns out we were wrong. We were too kind. Our hero was imaginary.<br /></p><h4 style="text-align: left;">How does a radical commitment to truth make things better?<br /></h4><p>In a radical commitment to truth, we call out the mediocre as the mediocre. If there's discrimination going on and ABC speaks against it but the discrimination still continues, we say "ABC spoke against it. Nothing changed.". If there's an organization that has worked 40 years in a sector and all they have managed to achieve is award after award and no justice, then we say "Well, this organization did work on this for 40 years and what they did is this much [only]." If there's a savarna group which does the bare minimum, we say "Well, this group did the bare minimum".</p><p>We stop using the words "great work", "admirable", "amazing", "super". Let's reserve the superlatives for the superlative. Let's use mediocre adjectives to describe the mediocre.</p><p>When an insanely privileged person does a PhD on something and comes up with a repetition of what's already widely known, we call it "they have used their privilege to get a PhD by working on a topic and discovering nothing new".</p><p>When there's a random new technology with no use coming out of an IIT, we say "these people with all the resources spent on them have come up with a technology that benefits nobody".</p><p>When a doctor treats their patient like a human being, we say "well, the doctor treated the patient like a human being as they should be" <br /></p><p>We start doing this and then we will be reversing a trend that has led to marginalization and oppression of a large majority. We will lead to a society where chasing (often fake) numbers instead of caring about people is questioned. We will challenge the capitalist assumptions of putting "efficiency" (read "profit") above human welfare. We will challenge "merit". We will destabilize the self-centered argument of "compromising for the sake of career". We will put an end to the pragmatism vs idealism debate. (What's preventing the ideal from being pragmatic?)<br /></p><p>We will stop being content with arbitrary measures of "impact" and we will settle only for equity and justice. We will stop glorifying the bare minimum. We will start demanding what's right. We will rethink who we fall behind and whose voices we amplify. We will stop hero worship and rediscover the value of every individual in the community.</p><p>And in that radical commitment to truth, we can be fully free. We can live our lives to our true selves. Often we will be forced to change. But there's no reaching the truth without change. A radical commitment to truth is a radical commitment to change.<br /></p><p> <br /></p><p><span></span></p><a name='more'></a>Preemptively answering some questions<br /><p></p><p><b>How does this help?</b></p><p>It forces us to improve. It forces everyone to improve. It creates an environment of growth.</p><p>It also puts on display privileges and the contribution of those to people's "achievements".</p><p>It creates a "level" discourse where the privileged doesn't keep accumulating more privileges.<br /></p><p><b>Isn't this discouraging for those who are doing work?</b></p><p>If you really care about justice and equity, you know very well that what you're doing is not enough. And you would be happy to agree with anyone who says how the world needs to improve.</p><p><b>But shouldn't we appreciate any step towards positive social change?</b></p><p>We should. Our appreciation ought to be commensurate with how big the step is. It is the extrapolation and the superlatives that need to be avoided.</p><p><b>By this standard, nobody will be doing good work</b></p><p>Well, if we don't apply these standards, we will keep getting the mediocre work that we have. Is that what you would like? </p><p>Be comfortable with the idea that we can only be imperfect. Be comfortable with the idea of not having heroes.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-74819254266738138572023-11-08T15:58:00.004+05:302023-11-08T15:58:43.865+05:30Being Comfortable With the Non-Binary: A Code of Conduct Case Study<p>Today morning I woke up to this message in <a href="https://fsci.in/">FSCI</a>'s chat room:</p><p></p><blockquote>What happens here when a member reveals themselves to be a transphobe in another room? 🤔</blockquote><p></p><p>I immediately said "COC applies". The FSCI <a href="https://fsci.in/code-of-conduct/">code of conduct</a>, which I have contributed to the making of, is very clear about keeping FSCI an inclusive space. It explicitly recognizes that gender identity and expression can be diverse. And someone gets called a "transphobe" typically when they go against this idea.</p><p>But then there was this other question that came up in my mind. Would FSCI's code of conduct apply to <i>another</i> room?</p><p>My first instinct was to read through the actual code and look at the sections where it discusses the scope of the code: "all of this community’s spaces, including public channels, private channels and direct messages, both online and off." There could be an argument on technicality as to whether <i>another</i> room could be considered as community's space. There could even be a counter argument that the mere presence of another FSCI member in the <i>other</i> room makes it a <i>private</i> channel thus bringing it under the scope of the code.</p><p>But I quickly realized where my "COC applies" comment came from. I wasn't relying on technicality. I was relying on what I've internalized as the way a code of conduct works, and the way we influence others in the social organization.</p><p><b>And that has got a lot to do with being comfortable with the non-binary mess.</b></p><p>I was not like this earlier. I used to be very black and white, all or none about laws. I used to find comfort in the idea that anything human could be codified. Not just facts and information, but also implicit assumptions, emotions, social rules, and so on. So much so that I used to even think about building AGI with just symbolic AI through a comprehensive compilation of all these codified knowledge.</p><p>But as I started learning more about the world and interacting with human beings in the "real" world, I started recognizing that many things about human society is much more complicated than what could be codified. I'm not talking about this being quantitatively so large that it is too difficult to codify. It is complexity on a whole different dimension that prevents codification.<br /></p><p>This complexity probably comes from free will. But what it practically amounts to is that there is no way to absolutely predict how human beings behave. (I leave it to the readers to draw parallels between this and quantum physics).</p><p>This particular understanding manifests in two different ways in my thinking: intersectional and non-binary.<br /></p><p>I see the world in a heavily <a href="https://blog.learnlearn.in/2022/09/intersectionality-queering-science.html">intersectional lens</a>. Intersectionality is a framework that captures the many complexities of the world very well. It allows one to <i>deconstruct</i> (to use a word I used to hate) what's happening without resorting to simplistic/reductionist explanations.</p><p>But intersectionality without an understanding of the non-binary is a dangerous pitfall. Often what I see people doing is to think of intersectionality in a binary way, wherein instead of having a yes or no explanation, they would have a yes or no + yes or no + yes or no explanation. They would just superimpose multiple explanations. Easier to explain with an example. I had (more than) once heard a description of how a person who is queer and Dalit and Muslim suffer from "triple oppression". This sounds a lot like someone trying to add up binary bits. That's the antithesis of intersectionality.</p><p>It is when you combine intersectional lens with a non-binary lens that you can see things more clearly and in more practical ways. In the non-binary lens not only do you see everything in shades of grey, you even see categories blurring. There's no triple oppression when the very binary bits you are counting (Queer, Dalit, Muslim) cease to exist in well-defined boxes.</p><p>Sounds like a mess? It is a mess. Maybe I'm struggling to explain this, and that's okay. But non-binary is when you're comfortable with the mess. (Hat-tip to Swathi who attended the <a href="https://www.facebook.com/NirantarTrust/videos/looking-in-looking-out-a-note-from-our-course-director/143311810982109/">Looking In Looking Out Workshop</a> and gave me the word "mess")</p><p><b>Being comfortable with the non-binary mess is the key</b></p><p>Incomplete information, inadequate resources, limited time. These are three things that make humans humans as opposed to Gods who are omniscient, omnipotent, and omnipresent. We are doomed to live this way. And we might as well be comfortable with it.</p><p>The Code of Conduct is a good case study here.</p><p>There are some people who feel a code of conduct takes away freedom of speech. There are some who believe that it is best to leave the code of conduct very simple ("Be nice" folks). The FSCI code of conduct is rather long. It is a synthesis of many other similar codes.</p><p>What makes me comfortable with a code of conduct like this is that I see it as a non-binary mess. The CoC is an essay on a social contract that we aim to uphold. It codifies certain nuanced understandings of the world and demands people to grow those understandings. That is a certain kind of politics. And that is exactly how the world works. It is a constant negotiation of politics. There's no clear way to categorize what it is. It is a mess.</p><p>The rules are rules. The rules aren't rules. The rules apply to everyone equally. The rules don't apply to everyone. The rules are clear. The rules are ambiguous. The rules ought to be respected. The rules can be changed. You can enforce the rules. You can't enforce the rules. All of these things are true to various extent at various time in various contexts and situations. Everything is non-binary!</p><p> So, does the CoC apply? It applies to the whole world!<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-74777171876037522702023-09-06T21:53:00.001+05:302023-09-06T21:53:20.819+05:30How To Talk With People<p>It was just yesterday that I read a book on <a href="https://blog.learnlearn.in/2023/09/dont-shoot-your-colleagues.html">behaviour change through positive reinforcement</a>. Today I put aside all work and read another book: <i>How to Talk with People:</i> <i>A Program for Preventing Troubles that come when People Talk Together</i> by Irving J. Lee. It was recommended by <a href="https://nivarana.org/about-us/">Parth Sharma</a> in response to my sharing <a href="https://youtu.be/l7TONauJGfc">Marshall Rosenberg's video on nonviolent communication</a> in my WhatsApp status with this note: "This is an old video on nonviolent communication. It's been instrumental in my first steps towards using language carefully."</p><p>Language has always been a problem for me. More specifically, language used in interacting with people. That is, talking with people has been a problem for me. In my extended family I was the "<i>adhikaprasangi</i>" (a word that's surprisingly common in Kannada and Malayalam — meaning "the quality of having too high an opinion of your own importance, and being too eager to tell people what to do"). In school I used to get into quarrels with teachers. In internet forums people have gotten so angry at me that I'm used to writing "I apologize profusely". Even many of my close friends have sometimes felt I'm rude.</p><p>There are people on twitter I know who proudly wear such attitude and continue to be assholes. But I'm in no way indebted to my past. And so, I keep looking for ways to improve the way I interact with people. The challenge, though, is that I don't buy the <a href="https://blog.learnlearn.in/2017/10/cough-up-some-patriotism-please.html">"respect"</a> argument. I consider it <a href="https://blog.learnlearn.in/2023/03/non-violence-wasnt-gandhis-only-message.html">dishonest to use language to show fake respect</a>. At the same time I have seen excellent videos like "<a href="https://youtu.be/6T44xBgKV_s">The Art of Semantics</a>" and the nonviolence communication one above which all talk about using language to move towards a better world. So the missing link for me was the <i>logic</i> that connects respectful expression with social justice.</p><p>And that logic clicked in my head when observing people I care about disagreeing with each other on the wrong things. In some occasions I was also involved, in some I was passively observing. Either way, it has become a felt need for me — using language for productive communication and getting our acts together for social justice. On Monday, I had a conversation with <a href="https://akshaygn.ghost.io/">Akshay</a> who is part of a very well run organization and whose experience I trust and admire. He also convinced me that using the right words is worth it.</p><p>And that's where this book comes in. How to talk with people.</p><p>About three-quarters of it had become clear to me through my own life experience even before reading this book. But a well-written book validating our experiences is immensely valuable to our learning. And in that way, this book is a must read. It also means I have one less book to write myself. I'm thankful for this book's existence.</p><p>The first chapter itself summarizes all the different problems we have in our conversations and what to do about them. It is a very great tl;dr for this book. But the whole book is around 134 pages and you can read it in one evening (at least with <a href="https://asd.learnlearn.in/speed-reading/">speed reading</a>). I will quote from the first chapter to pique your interest.</p><p></p><blockquote><p>So as to indicate something of the scope and character of what is involved in this interest, the major findings and suggestions are here summarized. <br /></p><p>1. Misunderstanding results when one man assumes that another uses words just as he does. People are so eager to reply that they rarely do enough inquiring. They believe so surely (and wrongly) that words have meaning in themselves that they hardly ever wonder what the speaker means when he uses them.</p><p><i>Suggestion</i>: Committee members need exercises in listening. They must learn not how to define terms but how to ask others what they are intending to say. Our advice: Don't blame the speaker alone for the misunderstanding. The listener is involved, too. It takes two to make communication.</p><p>2. Trouble comes when somebody contradicts somebody else without seeing what the first man was talking about. The speaker says, "You can't trust the Abibs." The listener says, "Yes, you can." Then they go at it. When the Speaker was asked to specify, he told about Samo and Har and Myri. And, of course, they were untrustworthy. When the listener specified, he told about Mil and Janx and Car. And without a doubt they could be trusted. If the contradictor had asked first, the contradictee might not have had his feelings hurt.And the committee might have come to conclusions without that waste of time. The trouble mounts when nobody bothers about specifying. </p><p><i>Suggestion</i>: Both leaders and members need to learn how to spot temperature-raising contradictions. They must ask, ever so politely: Are you differing on the details or on the conclusion? Does your generalization refer to what his does?<br /><br />[...]<br /></p></blockquote><p> </p><p></p><p>And so on it goes till 14 points. Each one putting into words the troubles that we see around us all the time. It makes a fun read for those who are tired of the debates on twitter.</p><p>The only disappointment I have with this book is that it assumes the presence of a leader to solve many of these issues. The frustration I have with all the groups I mentioned above are that there is no clear leadership structure. Perhaps this book thereby unearths a critical challenge that anarchist systems face. Perhaps my disappointment is for me to resolve.</p><p>Nevertheless, the leadership traits that are written about in chapter XIV (On Preserving Human Warmth) was particularly useful. It talks about our own leadership styles. There is The Director (like a movie director), The Councilor (an egalitarian participant), The Parliamentarian (the one with the "the Rules of Order" at their elbow), The Quiet One (who is just there), The Good Host (who sets positive mood), and The Chief Clerk (who's the guardian of the group's virtue). It was quite fascinating to see various people I interact with and myself showing many of these traits in many meetings.</p><p>The book is from 1952. The language of "man", "him", "his" is quite striking. At the same time, it is very interesting to note that many of the problems that we see today where exactly the same then as well. In a meta way, therefore, this book teaches more than what it talks about.</p><p>A modern counterpart of this book might be <a href="https://blog.learnlearn.in/2021/10/how-to-live-with-opposition.html">Adam Grant's <i>Think Again</i></a>. But unlike <i>Think Again</i>, HTTWP is focused more on the practical methods of the conversation than about the larger reasons behind it. It might be good to read this book after <i>Think Again</i> if you're planning to read both.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-9571915017249719202023-09-05T16:36:00.000+05:302023-09-05T16:36:03.364+05:30Don't Shoot Your Colleagues<p>Over the course of my life a realization slowly dawned on me about feedback. Negative feedback rarely worked. And positive feedback worked magically!</p><p>I started noticing this in myself first. I was learning rapidly and growing in environments where all I received was positive feedback. And wherever people were very cynical, I was just lost in thoughts and not growing.</p><p>Then I took this observation seriously and did experiments. In <a href="https://jeevaraksha.org/">JeevaRaksha</a> trainings, for example, instead of giving the recommended "sandwich feedback" (in which you start with a positive feedback, then talk about something to be improved, and then wrap up with another praise) I switched to a "positive-only feedback" technique. And it worked well. People who were not very confident as trainers and made a lot of mistakes where becoming very confident and trying really hard and staying on as trainers. Over time they fixed their mistakes on their own.</p><p>I have to admit that I was very hesitant to do this. I used to think I was "lying". When other people did this to me I considered them "manipulative". And I used to pride myself on being very balanced with my views — talking about positives and negatives — sometimes even balancing others' positive views by talking more about negatives.</p><p>And I still find it insincere when people are just praising an act in general without being specific on why they are praising it. "Great job", "Great news", "Fantastic" — all of this sounds insincere to me.</p><p>And therefore I wasn't sure about what this observation-experiment-result meant. That all changed today.</p><p>I was watching videos of button pressing dogs and then a <a href="https://www.youtube.com/watch?v=jBwT94a2DXU">response video by KP</a>, in which KP recommended this book called "Don't Shoot the Dog". That book confirmed everything I was vaguely thinking about feedback.<br /></p><p>It is written by Karen Pryor who used to train dolphins. The thing about dolphins is that it is really hard to punish dolphins. If you try to do anything, the dolphins will just swim away. So, to get dolphins to change their behaviour and do something that you want it to do, your only option is to give them fish. Reward. Positive feedback is all you have with dolphins.</p><p>This, apparently, works very well for dolphins. And dogs. And cats. And all kinds of animals. Including humans. Including adult humans.</p><p>In fact, the book makes no distinction between dogs and humans in its chapters. It gives you lessons on positive reinforcements, shaping, negative reinforcements, and a lot of theory on how to think about all this. Including on why this is not "manipulation".</p><p>I won't spoil the whole book, but it basically says that positive reinforcements are much better than punishments. It forces you to switch away from the "traditional" training style of shouting at people or punishing them, and move to a style that actually works. <br /></p><p>The book was written much before "like" buttons were invented. But, if you read it carefully you can see that it explains much of how technology has been shaped to <a href="https://www.wired.com/story/our-minds-have-been-hijacked-by-our-phones-tristan-harris-wants-to-rescue-them/">harness</a> this kind of "manipulation" as well.</p><p>If you are a "manager" of anything, or a parent, or a pet-owner, you should read this book. In general, if you want to change others' behaviour, this is a must-read.<br /></p><p>It blends well with a theory of anarchic organizations which I'm developing. I think a theory on <a href="https://youtu.be/6T44xBgKV_s">semantics</a> which I want to start experimenting with will also connect. Those will be future posts.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-34583914057215857242023-06-17T11:00:00.000+05:302023-06-17T11:00:03.920+05:30Everyone is Everything (To Varying Degrees) - How Binaries Suck<p>Yesterday in a journal club at <a href="https://sochara.org">SOCHARA</a>, we were faced with many challenging classification questions.</p><p>The paper we were discussing was titled "<a href="https://www.thelancet.com/journals/landia/article/PIIS2213-8587(23)00119-5/fulltext">Metabolic non-communicable disease health report of India: the ICMR-INDIAB national cross-sectional study (ICMR-INDIAB-17)</a>". The second classification question was in the title. What is a "metabolic NCD"? Are there non-metabolic NCDs? The paper was only discussing diabetes and pre-diabetes, hypertension, obesity, and dyslipidaemia. What about things like stroke? MI? Cancer? Does the paper mean that these are not metabolic?</p><p>My explanation was that the study started out as a diabetes study, but expanded to others, and, to fit the word restrictions that journal format puts out, they came up with a word called "metabolic NCD" to refer to the subset of NCDs that were studied.</p><p>I searched on google scholar for any other reference to metabolic NCD and couldn't find any other place where such a classification was being made. But on the <a href="https://www.emro.who.int/noncommunicable-diseases/diseases/diseases.html">WHO website</a>, they classify the risk factors into two:</p><p></p><blockquote><p><b>Modifiable behaviours</b>, such as tobacco use, unhealthy diets, physical inactivity, and the harmful use of alcohol, all increase the risk of dying from an NCD.</p><p><b>Metabolic risk factors</b> contribute to four key metabolic changes that increase the risk of NCDs: raised blood pressure; overweight/obesity; hyperglycemia (high blood glucose levels); and hyperlipidemia (high levels of fat in the blood). In terms of attributable deaths, the leading metabolic risk factor is elevated blood pressure, followed by raised blood glucose and overweight and obesity.</p></blockquote><p></p><p>This language is repeated in <a href="https://www.thelancet.com/journals/landia/article/PIIS2213-8587(23)00119-5/fulltext#tbl2">Table 2</a> of the paper too where it refers to the prevalences of diabetes, prediabetes, hypertension, etc as: "Weighted prevalence of cardiometabolic risk factors among the study population"</p><p>What becomes clear is that categorizing NCDs into binary categories (like metabolic, not metabolic) is next to impossible. After all, nature doesn't fit into neat categories. Every disease has metabolic risk factors. Every disease has behavioural risk factors. All things contribute to a disease to varying degrees. Rather than categorizing, it is better to think about how much the contribution of each is.</p><span><a name='more'></a></span><p>The next discussion was on the BMI cut-off used. In Europeans, only BMI above 30 is considered obesity, with BMI between 25 and 30 considered only as "overweight". But <a href="https://apps.who.int/iris/bitstream/handle/10665/206936/0957708211_eng.pdf?sequence=1&is">WHO Asia-Pacific region</a> recommendation based on studies from China, Singapore, India, etc is that cutoff 25 and above should be "obesity" in India. Above 23 can be considered overweight.</p><p>It was unclear why the cutoff of overweight could not have been used in this survey. At least, like "prediabetes" is quantified in the study, overweight could be quantified too such that we can anticipate an increase in obesity in the future.</p><p>Similarly for abdominal obesity, waist circumference of 90 cm above for "males" and 80cm above for "females" were used.</p><p>All these cut-offs are creating binary categories. The challenge with binary categories is that it does not account for the differences between people. By using different cut-offs you can account for some differences. (Like they account for race and sex above). But, those are not the only differences.</p><span><!--more--></span><p>The most challenging question arose when I put <a href="https://irp.nih.gov/blog/post/2015/03/5-tips-for-journal-club-first-timers">a definition</a> of journal club in the first slide: "A journal club is a regular gathering of scientists to discuss a scientific paper found in a research journal."</p><p>Are we all scientists at SOCHARA? Are only those who have a certain degree or certification considered scientists? Is there a set of skills that are considered essential before someone is called a scientist?</p><p>One could argue that those who do not know what a confidence interval is, or what p-value is, or why appropriate sample size is important, cannot be called scientists.</p><p>One could say that anyone who can ask a question and answer it rationally is a scientist.</p><p>Both these ways of thinking about people is useful. And the model I use that reconciles both is the intersectionality model.</p><p>Everyone is a scientist. Everyone is everything. But to varying degrees. There are inequalities.</p><p>There are scientists who are good in understanding lived experiences and qualitative methods. There are scientists who are good with statistics. There are scientists who can express themselves only through action. There are scientists who can express themselves only through words.<br /></p><p>Human beings can always learn more skills. One can never finish learning in life. There is no point in putting a threshold or a cut-off for growth. There is no threshold above which someone is a scientist and below which they are not. Everyone should try to become better at everything.<br /></p><span><!--more--></span><p>Footnote: Unfortunately, this way of looking at the world is in contradiction with the existence of universities. Universities like to certify and categorize human beings. "Come here, we will do a rigorous assessment on you and give you a certificate if you cross an arbitrary threshold". It is okay if we recognize that these structures are meant for supportive supervision and allowing structure to one's learning. But when the "degree" and the "training" is confused with the learning, it becomes problematic.</p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-86404771551698686092023-05-29T08:52:00.002+05:302023-05-29T08:55:09.490+05:30Ambedkar and Gandhi — They Couldn't Have Been Friends<p>For <a href="https://thewire.in/history/mahatma-gandhi-jayanti-ambedkar-caste">plenty of reasons</a>, Ambedkar never considered Gandhi as "Mahatma". And "naturally", Gandhi rarely understood Ambedkar. In my experience of understanding how my privileges influence how I act, I believe that I've been able to appreciate where the difference between Ambedkar and Gandhi arise from. This is perhaps obvious to many scholars. But it was a shower-thought for me.</p><p>Gandhi comes from privilege. Gandhi's thoughts and ideas are all related to those privileges. That Gandhi chooses to wear lungi is because Gandhi wants to shun those privileges to be able to be able to feel right. I had/have the same thought process when it comes to clothing. I don't like <a href="https://blog.learnlearn.in/2021/10/why-i-shaved-beard.html">dressing up smart</a>. Because I think from the privileged position of Gandhi. For me, losing my privilege is what gives me mental satisfaction. </p><p>When <a href="https://mfcindia.org">mfc</a> was organizing the annual meeting on discrimination in healthcare, there was this debate on whether to put "Dr" prefix on people's names. The philosophy that drives mfc is mostly Gandhian. They consider calling each other by first name and stripping titles as natural. I also think like this. I never put "Dr" next to my name. Shunning privileges.</p><p>In another group, in Dalit History Month, there was a poster shared about an event related to remembering Ambedkar. It referred to Ambedkar as "B. R. Ambedkar" and not as "Dr. B. R. Ambedkar". And some people rightly pointed out how stripping Ambedkar of the "Dr" title is a deliberate act. Ambedkar has to be referred to as "Dr". And Ambedkar will always appear well dressed with a suit and a tie. These are <a href="https://www.thehindu.com/news/cities/Madurai/gandhi-shedding-clothes-not-revolutionarybut-ambedkar-wearing-threepiece-suit-is/article3350308.ece">revolutionary acts</a> with immense <a href="https://velivada.com/2019/09/13/what-does-ambedkars-suit-means-to-dalits/">meaning to Dalits</a>.</p><p>When there is no privilege to shun, what point is shunning privilege going to make?</p><p>The same philosophy appears in a few other places too. At the mfc meet <a href="https://nalanda-academy.org/our-team/">Anoop Kumar</a> spoke about their life journey and gave incredible examples on how to change things for Dalits. Among the questions posed was a mediocre one as to what his thoughts on "Dalit Capitalism" were. Anoop brushed the question aside saying how not every battle can be fought at once and how Dalits should also get a chance to oppress now — obviously exposing the caste insensitive framing of the question.</p><p>On the next day, the moderator of the concluding session, out of nowhere, made a comment saying how they disagreed with Anoop's point. And Gandhi was quoted for assistance — "An eye for an eye will leave everyone blind." Setting aside the fact that this was a misrepresented position being argued against, one can look critically at non-violence as Gandhi professed.</p><p>Fasting, one of the most used "weapons" of Gandhi, makes no sense to people who are already starving. Imagine people being denied PDS through Aadhaar going on a fast unto death! They're already starving to death. In non-violent methods, essentially, one can see people with privilege converting the every day violence faced by others into a method of protest.</p><p>Non-violence also requires infinite tolerance of the status quo. If you're frustrated with the way things are and lash out, that's not Gandhian. If you are tired of the bullshit and call out the crap, you're being violent. Again, the methods of patience are easier for those who aren't mentally or physically affected by the problems.</p><p>Ambedkar and Gandhi could never have been friends. Because Gandhi spoke the language of privilege. And Ambedkar spoke from the lived experience of oppression. If Gandhi would acknowledge privileges and own up the influence of those in the Gandhian methods, Ambedkar <i>might</i> have been okay to be friends. But Gandhi's insensitivity towards caste would never make that possible. And neither would Ambedkar's methods be okay for Gandhi. And that's why they couldn't have been friends. Because of Gandhi's ignorance.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com2tag:blogger.com,1999:blog-668652011781121325.post-41670089416797328412023-03-22T20:54:00.006+05:302023-03-22T20:54:44.925+05:30Non-violence Wasn't Gandhi's Only Message<p>I have read only one book of Gandhi - "<i>My Experiments with Truth</i>". I read this when I was 13 or 14. I haven't re-read the book after that. But Gandhi's thoughts influences me to this day.<br /></p><p><b>"I have nothing new to teach the world. Truth and Non-violence are as old as the hills."</b></p><p>Today Gandhi is remembered whenever there is violence. Gandhi is used as a symbol of peace and love. We remember Gandhi mostly for non-violence.</p><p>But Gandhi's life was devoted to truth. Truth is a very important (if not the most important) message from Gandhi. "Devotion to this Truth is the sole justification for our existence. All our activities should be centered in Truth. Truth should be the very breath of our life." <a href="https://berkleycenter.georgetown.edu/quotes/mohandas-gandhi-on-the-meaning-of-truth">wrote</a> Gandhi.</p><p>Gandhi teaches us that truth has great power. And in this post I will draw a direct connection between the power of truth and how a culture of dishonesty is ailing our society.<br /></p><p>***</p><p>Sonali Vaid had posted <a href="https://twitter.com/SonaliVaid/status/1638212107425513475">a thread</a> with tips for people starting off in a public health career. The points 6 & 7 are especially illustrative of how many of us stray away from truth in our daily lives.</p><p></p><blockquote class="twitter-tweet"><p dir="ltr" lang="en">7. We can be polite & respectful without being deferential. You don’t have to put yourself down - even if its someone senior. <br />On the flip side some tend to disrespect boundaries if someone is friendly & not imposing seniority - don’t be this person!</p>— Dr. Sonali Vaid (@SonaliVaid) <a href="https://twitter.com/SonaliVaid/status/1638212123837845509?ref_src=twsrc%5Etfw">March 21, 2023</a></blockquote> <script async="" charset="utf-8" src="https://platform.twitter.com/widgets.js"></script> <p></p><p>If I were an academic sociologist, I would do a paper on this topic connecting how the misguided Indian notion of "respect" is at the root of all things evil in India. Here is what happens. At a very young age, Indians are indoctrinated into "respecting" various things including elders, religious stuff, ancient stuff, and in general anything and everything. Now, there are two kinds of respect. There is the actual respect defined in dictionary as "A feeling of appreciative, often deferential regard; esteem" which is a deep emotion. And then there is a fake respect which is an act of showing someone "respect" by calling them honorific titles (like "sir", "madam") or by bending in front of them, touching their feet, etc. When young Indians are forced to "respect" people whom they do not respect in reality, they imbibe and internalize the fake respect. They touch the feet of the old relative while hating them. They call the teacher they hate "sir" or "ma'am". They go to the religious institutions without knowing why. </p><p>This causes Indians to be greatly separated from truth in three very dangerous ways: <br /></p><p>1) They learn to ignore their feelings<br />2) They learn to lie through their teeth<br />3) They learn that truth does not matter</p><p>When one learns to ignore their feelings, they can no longer be struck by conscience.<br />When one learns to lie, it becomes easier for them to cover-up the truth.<br />When one learns that the truth does not matter, truth dies.</p><p>This affects us in every single field.</p><p>India's elite scientific institutions engage in scientific fraud (and retract papers when caught). Nobody keeps these institutions accountable for the sub-standard work they do. And truth doesn't matter.</p><p>India's health system is not interested in Indian's health. Hospitals are the most violent places. Nobody keeps our healthcare system accountable for poor quality healthcare. And truth doesn't matter.</p><p>Judiciary, engineering, social science, film industry, sports, infrastructure, urban planning, environment, finance, ... Take any field. Truth doesn't matter.<br /></p><p>Every Indian knows that Adani is just the most successful among businesses that do the same kind of unfair business practices in India. Everyone knows that there is a great deal of corruption in Indian politics and money is made by corrupt politicians and bureaucrats in various corrupted ways. Everyone knows that Indians are lying. And we gladly join the lie. Because truth doesn't matter.</p><p>And it all starts with us learning to lie by showing "respect" to people. <br /></p><p>***</p><p>It is possible to reverse this dishonesty in our individual lives. We need to follow just one principle:<br /></p><p><b>A radical commitment to truth</b></p><p>Truth is very much misunderstood. What is truth? Is it something written down somewhere? Is it the same for everyone? Are there multiple truths?</p><p>Gandhi can be helpful here too: "WHAT...is Truth? A difficult question; but I have solved it for myself by saying that it is what the voice within tells you"</p><p>I concur with Gandhi on this. Truth is a very personal thing. Truth is when your thoughts, your speech, and your action are in 100% agreement with each other. Truth is when you don't lie.</p><p>Let me make it more practical. A radical commitment to truth requires the following:<br />1) Being in touch with your emotions and feelings, and showing commitment to try to label them accurately.<br />2) A commitment to yourself to not invalidate your own feelings. To not act in ways that go against your feelings.<br />3) A commitment to follow-up on things that you are uncertain of - so that you can arrive at the truth.</p><p>We often fail in all the three.</p><p>When we feel sad or annoyed, but don't recognize that we are so, we are being out of touch with our emotions.</p><p>When we tell ourselves that we should be grateful while we're actually disappointed, or when we act calm while we are furious, we are invalidating our feelings.</p><p>When we are uncertain of what our inner voice is telling us and we give up on reflecting, without experimenting to understand the truth - we're breaking our commitment towards truth.</p><p>Psychotherapy often helps with 1 & 2 above. It helps us to label our feelings. And it trains us not to invalidate our feelings. Although the very act of therapy can be a pursuit of truth, point 3 is deeper than that. A commitment to follow-up on things that we are uncertain of - is essentially about what we do with our lives. It is about deeply engaging with questions and finding "truth" through our engagement. </p><p>Gandhi did this through politics. "To see the universal and all-pervading spirit of Truth face to face one must be able to love the meanest of creation as oneself. And a man who aspires after that cannot afford to keep out of any field of life. That is why my devotion to Truth has drawn me into the field of politics; and I can say without the slightest hesitation, and yet in all humility, that those who say that religion has nothing to do with politics do not know what religion means"</p><p>It is why I'm committed to interdisciplinarity and generalism. If you're drawn to truth, you can no longer visualize the world in isolated subjects and topics. The curiosity will make you read, listen, travel, experience, and understand people. The commitment will make you a truth-seeker, a "scientist", it will make you devise your own methodologies. The positive energy of truth-seeking will force you to build, create, teach, write, and share.</p><p>Truth is as spiritual as it is science. It is as abstract as it is real. It is as hard as it is simple.</p><p>It takes nothing to start seeking truth, it takes everything to start seeking truth.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com3tag:blogger.com,1999:blog-668652011781121325.post-58013542282480295092023-03-10T17:48:00.001+05:302023-03-10T17:48:37.420+05:30 Book Review: Everything is Obvious - Once You Know The Answers<p>I first saw this book in the Internet Freedom Foundation thread on <a href="https://forum.internetfreedom.in/t/which-books-are-you-reading-these-days/1176/9">which books people there were reading</a>. Then I saw it on Scott Young's <a href="https://www.scotthyoung.com/blog/2022/12/06/obvious-advice/">blog</a> which I have been following since childhood. I never got around to reading it till yesterday when I got into a 19 hour train ride to reach Sevagram for medico friend circle's annual meeting.</p><p>There was no better time to read the book because mfc's meeting this year is on caste; caste is one of those sociological phenomenons that defy common sense thinking every day; and this book is about "how common sense fails us" and why sociology is <i>not</i> merely common sense.</p><p>What Duncan Watts has done is write a book specifically for a particular niche of people. This niche includes those people who become so used to straightforward deterministic sciences that they start seeing the limitations of it and look at larger and more comprehensive studies of human kind. Duncan went from learning physics to becoming a sociologist. This is exactly the route that <a href="https://nihalsahu.substack.com/p/against-lawyer-brain">Nihal is taking</a> (from law to policy). And the route I'm taking <a href="https://mbbshacker.blogspot.com/2023/02/history-is-to-practice.html">from medicine to history</a>. And the biggest issue that we face when we take this route is this unprecedented predominance of uncertainty.</p><p>That sociology is more complicated than rocket science. That there are no grand rules waiting to be discovered which will solve all questions. That there are no silver bullets. This is a hard realization. Not one that's impossible. With enough interdisciplinary exploration and generalization people like Nihal and I do discover that the world is full of uncertainties. But it's just so difficult to settle for that. "It feels wrong". </p><p>And this book makes it feel right. Well, not exactly. But at least it makes it a palatable truth that the world is extremely complicated. It also protects us from common sense thinking that makes us settle for simplistic explanations that push us into silver bullet solutions. This book, you must read, if you have asked this question "What on earth does a sociologist do?" Once you read it, you'll feel like the contents of the book itself is obvious. And that's the whole point of the book. Everything is obvious, once you know the answers.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-6200173597863678102022-11-13T23:27:00.000+05:302022-11-13T23:27:26.919+05:30Money Matters<p>Warning: This post discusses money. Like, it's going to talk about my account balance. Now, for some of the people reading this, their account balance might be much lower than mine. And for others, vice versa. So, if you don't want to compare lives, you're better off not reading this.</p><p>*** <br /></p><p>Like I said when I was <a href="https://www.youtube.com/watch?v=kpzvd_xwIls">interviewing Shreyas for IBComputing</a>, I don't believe that we should wait till we grow old to write about the strategies we use to live our lives. The main reason is that what we do today is probably going to get outdated in a couple of years and therefore writing/talking about it 20 years from now is not going to help anyone.</p><p>A few years ago I saw a blog post by Michael Lynch, who had quit job at Google and started out as a solo developer. In <a href="https://mtlynch.io/solo-developer-year-1/">that post</a>, M discusses how much money M was making - profit, loss, revenue, everything. M made <a href="https://mtlynch.io/solo-developer-year-2/">another post</a> after a year, and <a href="https://mtlynch.io/solo-developer-year-3/">another</a>, and <a href="https://mtlynch.io/solo-developer-year-4/">another</a>. These annual posts talking about finances were very inspiring to see.</p><p>I am also attempting something like that here. For the sake of completeness, in this post I will do a <i>recap</i> of what's been happening to my bank accounts till now.</p><p>***</p><p>Privilege.</p><p>Like I hinted in the warning, each life is different. Someone who has more expenses than I have might not be able to save as much money as I can. Someone who started out with a tougher deal might not be able to make as much money as I can. And vice versa. The purpose of this post is <b>not</b> to tell people that they can follow what I did and make money. Neither do I think that I'm making more money than everyone else. This is not a self-help/advice/moral blog post. This is simply about making my financial life transparent.</p><p>***</p><p>The first salary I have gotten came from the compulsory internship I did as part of MBBS course at Mysore Medical College. Till then it was only my family putting money in my pocket and bank account to pay hostel fees, eat food, etc.</p><p>So, from 2016 March to 2017 March I was making about ₹20,000 (if my memory serves me right) monthly. When I started earning my dad stopped putting money into my account. So, it was only when I went home my grandmother giving me 5k-10k once in 4 months or so that was my additional income.</p><p>At the end of this internship, I vaguely remember having around ₹1,40,000 in my account.</p><p>March 2017: ~₹1,40,000</p><p>***</p><p>Then I <a href="https://mbbshacker.blogspot.com/2017/05/joining-swami-vivekananda-youth-movement.html">joined SVYM</a> as a resident medical officer. The rural economy of Saraguru combined with the cheap food and accommodation there meant that I could save almost all of the ₹35,000 I was getting as salary there.</p><p>In the last few months of working there, I was also moonlighting (remotely) in a Bengauluru start-up in an engineering role. I was being paid hourly there.</p><p>In August 2018 I left SVYM and <a href="https://blog.learnlearn.in/2018/08/what-next.html">moved to Bengaluru</a>. This is when I started tracking my financial situation seriously. And therefore, from here on I have very good numbers.</p><p>August 2018: ₹4,47,613.61</p><p>***</p><p>The first house Swathi and I lived in was in Mathikere in Bengaluru. We paid ₹10,000 rent per month. We did have a splitwise group between us that we maintained quite well in those times. (Nowadays we only put large numbers, like house rent, in that splitwise group). We used to eat outside a lot (lots of Kerala restaurants near Ramiah hospital). Traveling was mostly by metro and BMTC buses. Sometimes Uber.</p><p>I have a simple way of tracking money that doesn't take my time regularly, and can be done whenever I have time. I keep a google sheet titled Vitamin M (see picture)</p><p><img alt="" height="242" src="data:image/png;base64,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" width="640" /></p><p>The first column is date. Then there are columns for each bank account I have. Then a column for cash in hand. Another for money I'm owed. A couple of columns for totals (one is total liquid cash, the other is total virtual worth (liquid + owed)). I also kept a column to track the difference between the total at any moment and the money I had when I first came to Bangalore.</p><p>There is no rule on when to update this sheet. I used to update it whenever I had a chance, I remembered, or I felt like I wanted my life in order. The procedure to update is also simple. I enter the date. I login to all bank websites and enter the current balance. Then I count the money in my wallet. Then I open splitwise and other trackers to see how much money people owe me. And the rest of the calculations is done by formulae.</p><p>If you can see the picture, you'll notice that from August 2018 (when I moved to Bangalore) till the end of 2019, my balance was always below the baseline (of 4.5 lakh). But it was also not going too far below. Basically, I was making almost as much money as I was spending in the initial year of being in Bangalore. This was through working as a doctor and also as a developer.<br /></p><p>Around August of 2019 we had moved to a house in Kadiranapalaya which is equidistant from Indiranagar metro, Halasuru metro, and Swami Vivekananda metro. The rent here was ₹14,000. And the living costs were also slightly higher than Mathikere. The startups I was working with were all struggling to pay at that time and by around October 2019, I had dipped to ~₹3,20,000.</p><p>But towards the end of that year I started working with a non-profit as a software developer and that's how I first crossed the baseline after coming to Bangalore.</p><p>October 2019: ~₹3,20,000</p><p>***</p><p>As unfair as it is, as I was making more money, more projects were coming to me with even more money attached. I was an investigator in a public health intervention/research study. I was seeing patients. I was developing software for various people. I was getting paid for workshops I facilitated.<br /></p><p>By April 2021, my worth was about ₹10,00,000. I was a millionaire in Indian rupees. And remember all of this was when the world was burning with COVID.<br /></p><p>April 2021: ₹10,00,000</p><p>***</p><p>About time the second wave of COVID hit I was getting disillusioned by the things I were doing. I quit almost all paid work and sat at home.</p><p>My calculation was that at the rate I was burning money, I could easily float for 3 years, or even 5 years if I tried. So I was under no pressure to make more money. </p><p>I did various things from around May 2021 to May 2022. Lots of different experiences. I stretched myself in all possible directions and figured out my limits and possibilities.</p><p>May 2022: ~₹7,50,000</p><p>***</p><p>In June 2022 at the compulsion of my friend I started another paid, part time role as a software developer at <a href="https://kinaracapital.com">Kinara Capital</a>. Coincidentally on the day I joined there I also took up the responsibility of leading an archival effort through <a href="http://sochara.org/">SOCHARA</a> who also decided to pay me against my wishes. And many tiny projects/workshops as earlier still keep coming.</p><p>While I'm writing this, I updated the Vitamin M sheet. And it tells me that I'm a millionaire again.</p><p>November 2022: ₹10,78,646.30</p><p>***</p><p>Addendum: It is not just Michael Lynch who has inspired this post. The financial life of Pirate Praveen is also public information because Praveen has disclosed it as a candidate in many elections. Between those and the financial reports of various non-profits, I do not see any reason why I shouldn't be writing this blog post.</p><p>I'm also the director of an LLP and I assure you that the numbers in that bank account changes nothing in this analysis. If you know what I mean.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com1tag:blogger.com,1999:blog-668652011781121325.post-79850244313176562612022-09-18T01:52:00.000+05:302022-09-18T01:52:05.247+05:30Intersectionality, Queering Science, Lived Experience, and Rationality<p>Plenty gets written about intersectionality. I have a feeling that my repeated use of the word might be giving some of my readers nausea by now. Yet I feel like there's plenty that's not written about intersectionality. Questions like the following: What's the relationship between intersectionality and science? How does intersectionality validate lived experience? And what's the role of rationality in an intersectional world?</p><h3 style="text-align: left;">Queering science</h3><p>Firstly, if you have not heard Sayantan Datta speak about this topic, you should first do so. YouTube search for "<a href="https://www.youtube.com/results?search_query=queering+science+sayantan">queering science sayantan</a>". Watch 4-5 topics Sayantan has already delivered on this topic.</p><p>There's an (unsettled?) debate in cognitive science about whether human beings can think without language. Can we think about things if we don't have words for it? If I didn't know the word "chair" in any language, would I be able to think about chair?</p><p>There probably are several instances in our lives where we had a concept that we had in our mind and on a random day we find a term for what it is called. The name for that concept. Let's take the word "intersectionality" itself. One can see <a href="https://journals.openedition.org/samaj/4745?lang=fr">the concept addressed in Ambedkar's pre-dated work on caste</a>. But perhaps Ambedkar would have felt like "ah, that's what I am talking about" when/if Ambedkar came across the word intersectionality. One might argue that these are instances of us thinking without words.</p><p>Yet, we can also probably argue that words help us think clearer. Having a word for a concept makes it possible to refer to that concept more frequently. It allows us to give that concept its own dedicated space and examine its *cough* intersection with other concepts. When we have a word for something, we are able to think about that concept more concretely than when it was an amorphous, ambiguous, vague undertone to our thoughts. Perhaps if Ambedkar had a word like "intersectionality", Ambedkar could have written a couple of volumes about it.<br /></p><p>A closely related concept is "<a href="https://www.qualityresearchinternational.com/socialresearch/reification.htm">reification</a>". I don't fully understand it. So I'll rely on others' definition of it. "Reification is when you think of or treat something abstract as a physical thing." Now in Marxist terms there is probably a different meaning also for reification. But in the book "The Social Science Jargon-Buster" Zina O'Leary gives this example: </p><p></p><blockquote>Consider the following statement: ‘Mother Nature cares about all her creatures.’ Here we’re reifying Mother Nature by treating an idea as a real<br />thing... with a name (note the capitalization), a gender (her), a relationship<br />(mother) and a human characteristic (caring). The same is true when we say<br />something like, ‘Religion tries to repress sexuality’.</blockquote>In some sense, coining a word for a concept similarly reifies it, gives it a certain concreteness. And that concreteness which words provide is the way in which human beings communicate with each other things that are far more complex than what other animals can communicate.<p></p><p><span style="color: #666666;">Footnote/aside: This also makes words very powerful. Words, especially the ones we coin from existing words, can have strong associations. Which is why many opposing movements coin different terms for the "same" concept. Aside on aside: If you haven't read this elaborate, gripping article called "<a href="https://thethirdeyeportal.in/praxis/hiding-behind-language/">Hiding Behind Language</a>" by Vijeta Kumar, you should.</span><br /></p><p>Words also categorize things. By giving something a label, you're creating a box. There are some things which will fit inside that box and some which are not allowed inside. These categories are often very helpful for human beings because it allows them to think through things. Is this "kind", "cruel", or "neutral"? Is this "lavish", "minimal", or "thrifty"? Is this "love", "hate", or "indifference"?<br /></p><p>And such categories form the basis of most of science too. The whole of biology is one big categorization exercise. Kingdom, phylum, genus, species, blah blah blah blah. Chemistry has the periodic table and element groups. Even sociology divides people into cultures and groups and classes and so on. Categories make it easier to observe things and make useful predictions about the world. Categories are abstractions that allow humanity to function.<br /></p><p>But categories (and classification of entities into categories) have as much <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395710/">limitations as powers</a>. Categories tend to be binary. Rigid and "all or none". And categories tend to create a pressure of conformity. To see everything through the lens of those categories. To label things that don't fit as "exceptions". <br /></p><p>Binary is not intersectional. Binary is reductionist. Binary tends to erase differences and falsify conclusions. Binary forces us to see a lesser truth where reality could be far more grander and complicated.<br /></p><p>That's why science needs to be queered. To queer is to question categories. To queer is to mix and match. To queer is to think intersectional. To queer is to see truth as it is without being colored by labels and labelled expectations.<br /></p><p>Science is indeed picking up intersectionality here and there. Not necessarily expensive stuff like individualized medicine or precision medicine. It is also simple things like <a href="https://blogs.scientificamerican.com/sa-visual/visualizing-sex-as-a-spectrum/">viewing sex as a spectrum</a>.<br /></p><p>The book <i>x + y</i> by Eugenia Cheng is a <a href="https://blog.learnlearn.in/2021/07/x-y-by-eugenia-cheng-roadmap-to.html">brilliant exposition of the role of mathematics (category theory specifically) in all of this</a>. That book connects society, science, and intersectionality all together in a way that truly forms a manifesto of our work forwards.<br /></p><h3 style="text-align: left;">Intersectionality and the lived experience</h3><p>If intersectionality doesn't do so well with categories, what does intersectionality rely on to draw inferences and make decisions about human life and society? When you apply an intersectional lens, what do you look at?<br /></p><p>Lived experience is one of the main things that you look at. Lived experience is the sum of all realities that pertain to one individual or entity. With an intersectional lens, one doesn't try to categorize and draw causal inferences. One doesn't jump to reductionist conclusions like, "Ha, this person is so because of their childhood trauma", "Ha, this person is poor and that's why they're unable to attain healthiness".</p><p>Instead an intersectional approach forces one to think about how different life experiences have contributed to a particular situation in a particular individual (or anything) in that particular point in time with respect to their surroundings. It is a complicated causal web that intersectionality is interested in.</p><p></p><p><span style="color: #666666;">Footnote/Aside: Realist evaluation is one of the few "scientific" methods that I see closely related to all of this. (Coincidentally, there's a <a href="https://iphindia.org/realist-evaluation-in-health-policy-systems-research-2022/">realist evaluation workshop being hosted by IPH, Bengaluru this month</a>).</span></p><h3></h3><p></p><h3 style="text-align: left;">Rationality</h3><p>How does rationality fit into all of these? Does rationality become unnecessary when intersectionality enters the scene? Does it become obsolete? Is rationality a thing of the "categorical" sciences? Is there any utility for rationality in the intersectional scene?</p><p>Before we answer any of this, there's one important article about reasoning that I would like my readers to read, if they haven't. It is called the "<a href="https://www.scotthyoung.com/blog/2019/02/01/reason/">Unraveling the Enigma of Reason</a>", written by Scott Young. It tells us - similar to Thinking, Fast and Slow - how our brain makes decisions and then justifies them with a reason rather than the other way round. It is something that truly underlies all of what I'm saying.</p><p>The brain is the ultimate intersectional equipment. It computes millions of lived experiences and inferences (which get encoded as biases) every moment when we're interacting with the world - to come up with decisions. On what to wear, what to eat, how to respond to traffic, and what to do in the presence of someone who looks a bit different from the people who the brain is used to seeing.</p><p>A lot of that power is unused in routine situations though. We tend to drift to extremes. Binary thinking is easier for us. All or nothing. And we slip into such patterns. </p><p>We can avoid such binary stereotypes and biases by being actively aware of our biases and stereotypes. When we're constantly reflecting on our actions and evaluating the reasons for our behaviour, we tend to see the patterns that we're used to. And once we see the patterns, our brain autocorrects some of those. And then we see some new patterns. And then we autocorrect some more (sometimes in the opposite direction). And so on.<br /></p><p>When we start thinking at extreme levels of intersectionality, life becomes unlivable too. If we need decisions, choices to be made; we will need a way to discard irrelevant lines of thought, prioritize one thing over the other based on arbitrary and normative moral principles, and arrive at some actionable path forward.</p><p>And that's where rationality comes in. Rationality is what demystifies things and allows us to focus on what's important. Rationality is a tool to connect the infinite possibilities of intersectionality with the pragmatic needs of the real world.</p><p>Rationality is what allows you to call a spade, a spade. To call out bullshit. To cut the crap. And to focus on praxis. On stuff that matters.<br /></p><p></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-89774000366048431372022-08-06T01:16:00.002+05:302022-08-06T01:16:23.098+05:30Love is Enough<p>"You need power only when you want to do something harmful. Otherwise love is enough to get everything done." ~Charlie Chaplin</p><p><a href="https://www.facebook.com/judah.pereira.16">Judah</a> (JP) sent me that quote in response to a question that I had posed JP. The question was something like this: "You need power to do things and attain change. But power is the root cause of all the wrong that you're trying to change. How do we reconcile between these?"</p><p>In hindsight, it is the conceptualization of power that was the problem. I was <a href="https://blog.learnlearn.in/2021/09/power-is-useful.html">thinking about hard power earlier</a>. It is perhaps enough to have soft power. Power to "<a href="https://en.wikipedia.org/wiki/Soft_power">shape the preferences of others through appeal and attraction</a>".</p><p>Love is an excellent framework. There are many contradictions that the power framework gives rise to. Love makes those contradictions disappear. </p><p>Take redistribution of power, for example. When we try to gain power, we have to grab power from someone else. Sharing power weakens power. Yet if our aim is to redistribute power for a more equal society, we can't keep on grabbing power forever. When do we start redistributing power? That's a contradiction which the power framework cannot solve.</p><p>Another issue is that of collaboration. The power framework forces you to think of others as your competitors. Every meeting becomes a negotiation. The stress of holding on to power forces one to sabotage collaborations. Only equal powers can collaborate without fear.</p><p>A third contradiction is with respect to "the means to an end". Using power to change the world feels like using an illegitimate force to pressurize the world into change. It doesn't feel like the change will sustain.</p><p>And what are the practical ways to gain power in today's world? It seems to me like the path to power is riddled with compromises far greater than an <a href="https://blog.learnlearn.in/2021/06/giving-up-ideological-purism.html">altruistic pragmatist</a> would be willing to make.</p><p>In all, power is riddled with contradictions. And love makes them disappear.</p><p>Sharing is built into love. Love doesn't shrink when shared. There's enough to give everyone love.</p><p>Collaboration is how love operates. Love encourages sincere engagement. Love assumes good faith.</p><p>Love is a lovely means to a lovely end. Love does not feel illegitimate.</p><p>When you operate through love, you can remain rooted in your principles. There is no compromise required because you have nothing to gain by making compromises. You love your enemies just as you love your friends. And you stand by your values while you explain to them with love why they should embrace those values.</p><hr /><p>There are several advantages that the love framework has.</p><p>It is low on emotional overhead. Because you respond to hate with love, you turn anger into love, you tackle resistance with love, you push inertia with love, you find energy in love. Everything becomes love. Simple. Of course, all the other emotions are valid too. That's where self-love comes in :D</p><p>It sets up opportunities for engagement. Because you don't have enemies anymore, the number of people you can work with becomes very very high and the number of things you can do becomes uncountable. (Of course, that's what I wrote in "<a href="https://blog.learnlearn.in/2021/06/giving-up-ideological-purism.html">giving up ideological purism</a>" too. Seems like love is a framework to regain the certainty of ideological purity).</p><p>When it comes to changing individuals, love has a pretty disarming charm. Love makes calculations easier in making complex decisions. It is overall more productive. </p><p>There could be disadvantages too. I'll probably come across them when I've explored this path more. I'll write about those then.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com1tag:blogger.com,1999:blog-668652011781121325.post-30682634866008492842022-05-08T15:03:00.005+05:302022-05-08T15:03:51.038+05:30The First Feminist in My Life<p>As usual on mothers' day, my WhatsApp is filled with images that romanticize the systemic oppression of people who become mothers. Photos of mothers who are at work with children, of "caring", "loving", and "sacrificing" mothers, of mothers carrying children on their back (including photos from animal kingdom), and so on.<br /></p><p>While I find it fair to thank those people for such forced "selfless service", I find it arrogant and violent to continue stereotyping and socially enforcing such gendered and oppressive practices.</p><p>I often think of the privileges I must have had to enable me to see systemic oppression as it is. And one of the greatest privileges I've had is to have a feminist mother.</p><p>I've never heard the word "feminism" from my mother. And that's probably why it took me forever to realize she is a feminist. Fortunately for me though, the lessons of feminism did come through all my childhood albeit without the label.</p><p>To begin with, my mother is a teacher. And she puts work at par with, if not higher than, family. She has a very clear idea of her role as a teacher and very meticulously carries it out. She has withstood social pressure to ignore her profession or to ignore becoming better at it.</p><p>The way she deals with my father is more illustrative of her feminism. She never backs down in an argument. And there are plenty of arguments that she has with dad. When I was younger, I didn't really understand who was right in those arguments. And because I was closer to dad, he would often convince me that he was right. But today I realize that my mom was right and continues to be so in many of the arguments that she has with the dad and with society. She still speaks up, unweathered.<br /></p><p>She has always demanded better and just treatment from others. Because she sees the injustices that are being meted out to her. But more importantly, she never waits for anyone to treat her better. She is independent and continues her own life with not much regard to all that. She does not let people develop a savior complex.</p><p>There are far too many details in my childhood. But to summarize, there are many privileges of being male in a patriarchal society and my mother "exposed" many of them to me all throughout my childhood. </p><p>That's why I call my mother the first feminist in my life. And I've got to thank her for that every day.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com4tag:blogger.com,1999:blog-668652011781121325.post-68402668419552778012022-03-08T20:52:00.002+05:302022-03-08T20:52:43.226+05:30Finding Direction When Being Pragmatic<p>You remember how I <a href="https://blog.learnlearn.in/2021/06/giving-up-ideological-purism.html" target="_blank">embraced pragmatism</a> and started <a href="https://blog.learnlearn.in/2021/09/power-is-useful.html" target="_blank">chasing power</a>? There was one problem. When you start chasing power with the idea of wielding it for social justice, when and where do you stop chasing power and start wielding it?</p><p>Take Praveen's comment for example</p><p><img alt="Screenshot of text chat. Pirate Praveen (he/him) quotes asd's message "Context: https://blog.learnlearn.in/2021/09/power-is-useful.html" and comments "Though this is a slippery slope and one which usually results in concentration of power eventually in most cases, there are exceptions though. When you start making compromises, where do you draw the line? That is not easy." asd: "Hmm. I know that is a valid criticism." Pirate Praveen (he/him): "Usually the short term power and sustaining becomes the primary goal and everyone forgets the initial goals. Look at any political parties."" height="256" 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" width="640" /> </p><p>One possible answer can be that you start wielding power while you start chasing power - and you chase less and wield more as you go forward.</p><div style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEjoXaMoZ3vx1KXveEy8pV2gMD4hFYgn2trl2qyL957Wue2jwMCAE0rZ6fZ3nRWsPEMk7NbOLYYrtuOqeYwHMXxbrGKheOAdUA2Px3bIXiQryzJxyUApKecvTwnRoIxT1panZjUzb-Kb9opFGdGCLk0FsUzUByrdE9m4NHUezes7dk0rvrgszwRNNHGSog=s623" imageanchor="1"><img alt="Graph that shows on y axis time, x axis "amount of effort in". As time goes forward "chasing power pragmatically" decreases and "using power to reach ideals" increases." border="0" data-original-height="230" data-original-width="623" height="236" src="https://blogger.googleusercontent.com/img/a/AVvXsEjoXaMoZ3vx1KXveEy8pV2gMD4hFYgn2trl2qyL957Wue2jwMCAE0rZ6fZ3nRWsPEMk7NbOLYYrtuOqeYwHMXxbrGKheOAdUA2Px3bIXiQryzJxyUApKecvTwnRoIxT1panZjUzb-Kb9opFGdGCLk0FsUzUByrdE9m4NHUezes7dk0rvrgszwRNNHGSog=w640-h236" width="640" /></a></div><p>But going by this, today I should spend lesser effort in chasing power than I spent yesterday. And tomorrow, even lesser than today. That doesn't quite fit with the idea of chasing power first. Perhaps there is a threshold of power which I should reach before I start using power. Perhaps the graph is more like:</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgJ7RXhhdFOSlZ6YI3C54jsjGCWdcCP3luHz-3lS6ydEGiJVNCLKKnC2lXx8zlBQBmrdR22TqhJQyBhcl6TsR-oaWfErl12EHOjLInPWR6Gvh9jgfl6N3PHAGi4frxBtRwwWGm9W0WhSrcEp0QgyfNa48Jr_1tuYRQGzWAlm7UfkHnGLzYZNCIqI4B8NA=s833" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="Similar graph as above. X axis is time. Y axis is amount of effort spent. Towards the beginning on the X-axis of time, the Y axis is completely occupied by chasing power pragmatically for a while. At one point using power to reach ideals starts and then correspondingly chasing power decreases." border="0" data-original-height="230" data-original-width="833" height="176" src="https://blogger.googleusercontent.com/img/a/AVvXsEgJ7RXhhdFOSlZ6YI3C54jsjGCWdcCP3luHz-3lS6ydEGiJVNCLKKnC2lXx8zlBQBmrdR22TqhJQyBhcl6TsR-oaWfErl12EHOjLInPWR6Gvh9jgfl6N3PHAGi4frxBtRwwWGm9W0WhSrcEp0QgyfNa48Jr_1tuYRQGzWAlm7UfkHnGLzYZNCIqI4B8NA=w640-h176" width="640" /></a></div><br /><p>Perhaps that threshold is what is called "the line". The line that determines when you stop (or decrease effort in) chasing power and start using that power to reach ideals. Drawing the line becomes important once again.</p><p>Let us then try drawing that line.</p><p>How much power is enough power? Is a PhD enough academic power? Is a 20 person company that operates in profit enough entrepreneurial power?</p><p>Read <a href="https://asd.learnlearn.in/career-advice/">my poem (?) about career advice</a>. Any goal you accomplish will be dwarfed by a bigger goal. No matter how much power you gain, there will be someone more powerful than you.<br /></p><p>Which means that there is no clear way to draw the line on when to stop chasing power.</p><p>But there maybe an alternative that requires us to not draw a line. One in which we can chase power and use power simultaneously with the same effort. That alternative requires us to reconcile pragmatism and idealism. </p><p>You find a hack to chase power through your ideals.</p><p>That is extremely slow though. Slow and excruciatingly boring.</p><p>Which is why it has to be extremely personal. You have to be very selfish in what you are doing and craft the journey to your likes and desires. Only that can sustain the boredom of that chase.</p><p>(It was <a href="https://twitter.com/shridhar_varsha">Varsha</a> who told me first about entrepreneurship being a very personal journey. This maps on to that. Life is a very personal journey.)</p><p>That also solves a long-running question in my mind. How do you find what direction to go in when you are being pragmatic? What's the principle with which you make pragmatic decisions?</p><p>The answer is to listen to yourself. To do what feels the most right to you. I know that sounds like profound bullshit (something that internet gurus would say). But it is based on neuroscience and philosophy of knowledge.</p><p>The brain is a rather complicated organ. We can process many more signals than we are conscious about. Even when we think we make decisions rationally, we make decisions based on very many things that we haven't consciously considered. Read Scott Young's <a href="https://www.scotthyoung.com/blog/2019/02/01/reason/">Unraveling the Enigma of Reason</a> to read more about how our reasons are always post-facto rationalizations.</p><p>And this is tied in the external world to intersectionality. There is no decision on earth that lies on a single dimension. Everything affects everything else and nothing is clear-cut.</p><p>And thankfully these are complementary. It is only a decision making machine vastly complicated like our brain that can consider all the thousand factors that intersect on a decision in the human world. (I express similar thoughts in the earlier <a href="https://blog.learnlearn.in/2021/10/how-to-live-with-opposition.html">post on living with opposition</a>)</p><p>It also means it is difficult to rationalize some of these decisions and generalize them into principles. Pragmatism is the acceptance of this fundamental difficulty and the decision to live within that framework of uncertainty.</p><p>Of course, one has to be widely reading and learning to offset the risks of trusting an uninformed brain. One must be open to unlearning and relearning, criticisms, etc as well. These are the things that will protect the pragmatic person from going in the wrong directions.</p><p>tl;dr? Trust your gut.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-37751543860539544752021-11-21T20:25:00.001+05:302021-11-21T20:25:03.659+05:30Why I am Back on WhatsApp<p>Long time readers of this blog knows that I have a <a href="https://blog.learnlearn.in/2015/08/response-to-whatsapp-cease-and-desist-threat.html">very</a> <a href="https://blog.learnlearn.in/2014/06/why-i-love-telegram-messenger-and-love.html">strained</a> <a href="https://blog.learnlearn.in/2020/01/good-riddance-whatsapp.html">relationship</a> with WhatsApp. When I deleted my WhatsApp account a couple of years ago, I was at a place where personal productivity was the most important to me. For example, I <a href="https://blog.learnlearn.in/2020/01/good-riddance-whatsapp.html">wrote this</a>:<br /></p><p></p><blockquote><p>
Thirdly, and most importantly, people are unable to work on hard
problems with their mind into it because that requires focus and
peaceful mind. I have a very big hunch that this is the biggest reason
why economies world over are failing - because people simply aren't
productive any more.</p></blockquote><p>I am in a very different space now. <a href="https://blog.learnlearn.in/2021/06/giving-up-ideological-purism.html">Embracing pragmatism</a> has come to mean more important than sticking to ideals. And <a href="https://blog.learnlearn.in/2021/09/power-is-useful.html">gathering useful power</a> is also a priority. All of this helps in bringing action to words.</p><p>In that context, in the space of primary healthcare, WhatsApp is a very useful communication tool.</p><p>It allows me to collaborate with a very diverse group of people. It allows quick and effective communication especially in socially tricky situations. Just today I could effectively use WhatsApp to organize two meetings. The most important feature, perhaps, is the ability to forward messages quickly.</p><p>In all, I still value productivity. But productivity, now, for me is not just about me, but about the teams that I lead or am part of. Like in the case of <a href="https://blog.learnlearn.in/2021/10/why-i-shaved-beard.html">shaving beard</a>, WhatsApp has become important to me now.</p><p>And that's why I am back on WhatsApp.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-58459615873722978432021-11-10T01:01:00.004+05:302021-11-10T01:01:36.667+05:30Asking For Help<p>Many days ago, in a discussion with some of my colleagues, I realized two things. I trust less on others (compared to how much I trust on me - even in things I have no clue about) and I rarely ask for help. It probably is also true that the latter is because of the former.</p><p>I had made a resolution that I would start asking people for help thereby building trust in the process of trusting others.</p><p>Life sent me a reminder in the form of a tweet.</p><p></p><blockquote class="twitter-tweet"><p dir="ltr" lang="en">A lawyer friend taught me how to network and cold email people. Another friend who is a financial consultant reads most of my emails before I hit 'send'. Another friend taught me that your network grows by sharing.</p>— Umme H. Faisal (@stethospeaks) <a href="https://twitter.com/stethospeaks/status/1456183209855635456?ref_src=twsrc%5Etfw">November 4, 2021</a></blockquote>I had to do something. I did make a start this week.<br /><blockquote class="twitter-tweet"><p dir="ltr" lang="en">DM me if you want to apprentice with me in the space between health, education, and technology.<br /><br />You get to do some or all of<br />- writing<br />- grassroot organizing (internet based)<br />- video editing<br />- website building<br />- software building</p>— Akshay S Dinesh (@asdofindia) <a href="https://twitter.com/asdofindia/status/1457385770776285186?ref_src=twsrc%5Etfw">November 7, 2021</a></blockquote> <script async="" charset="utf-8" src="https://platform.twitter.com/widgets.js"></script> <p>Okay, maybe it doesn't really count as "asking for help" because I've still framed it in a way where I am in control. Nevertheless, I believe it is a good start.</p><p>I got four people responding to that. I got on a phone call with three of them. One of them helped me finish a project that was pending for 9 months and I could also connect them to two other opportunities. Another person has very many shared interests and we're looking at several academic collaborations.</p><p>One of the myths I had in my mind was that I am selfless and everyone else is selfish. That people won't respond to my call for help - unless I can give them something of great monetary value.</p><p>There are many things wrong with those thoughts. One, people are inclined to help rather than reject requests for help. It's in human nature to help others in need. Two, many people find many things other than money valuable.</p><p>Note to self: I should give the world a chance before judging the world.</p><p>Considering I know very little about the subject of using help to advance causes, I decided to get a bit more scientific about this. I did a YouTube search for "entrepreneurship". The second video was this <a href="https://www.youtube.com/watch?v=dgrwlL82T2I">wonderful talk by a person named Ankur Warikoo</a>. <br /></p><p></p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/dgrwlL82T2I" width="320" youtube-src-id="dgrwlL82T2I"></iframe></div><p> </p><p>The 3 rules of life Warikoo mentions are:</p><ol style="text-align: left;"><li>Spend time with people who are nothing like you<br /></li><li>Don't feel entitled at any moment of your life<br /></li><li>Don't get comfortable</li></ol><p>I understand all 3 of them. I think I'm good at #2. I'm trying to make a difference in #1. I suck at #3.</p><p>And that's where "asking for help" comes in.</p><p>Asking for help is uncomfortable for me at the moment. It helps me break out of comfort zone, and it also increases my chances of finding new people with different stories and experience ("diversity" as <a href="https://twitter.com/RKPrasadMD">RK Prasad</a> puts it).</p><p>I went ahead and started listening to Warikoo's podcast. He puts immense stress on "cold emails". Connecting to people and asking for help is very powerful indeed, even if the person whom you're asking help from does not know you. In one of the episodes titled "<a href="https://www.youtube.com/watch?v=yWO3RJ4jIMM">How May I Help You</a>" he talks about how information, advice, and help are three different things. I highly recommend you listen to that episode.<br /></p><p>It is a similar <a href="https://sive.rs/ment">aspect of asking for help that Derek Sivers pointed out</a> which makes it such a powerful instrument. When you ask for help, you are forced to think clearly. You put an effort into finding what exactly it is that you need. Sometimes, all you need is information and you're able to find it on your own. At other times, the act of asking for help advances your thinking to a large extent. And often, you end up receiving help which is useful on its own too. </p><p>Help will always be given <strike>at Hogwarts</strike> on this planet to those who ask for it.<br /></p><p>PS: I track the project opportunities that people can engage with in the <a href="https://gitlab.com/asdofindia/opportunities/-/issues?label_name%5B%5D=Help+wanted">opportunities gitlab repository</a>. If you feel particularly kind, feel free to check out some of those ideas and offer help. (I know, this doesn't count as asking for help)<br /></p><p></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-48136977666484829092021-10-27T18:10:00.001+05:302021-10-27T18:25:50.612+05:30Be Irreplaceable Workers And Replaceable Leaders<p>A good worker is someone who produces so much value that they become irreplaceable.</p><p></p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/qwOdU02SE0w" width="320" youtube-src-id="qwOdU02SE0w"></iframe></div> <p></p><p>As Cal Newport writes in the book "So Good They Can't Ignore You" knowledge workers who have the most satisfying careers don't just "follow their passion". Instead, they build rare and valuable skills that they leverage to negotiate better career positions.</p><p>If you want a satisfying career, become so good at what you do that they cannot ignore you and they cannot replace you. Become irreplaceable.<br /></p><p>But when you are a leader, you need to think differently. <a href="https://blog.learnlearn.in/2021/10/on-leadership.html">Leaders do whatever it takes to achieve their vision and make an impact</a>. And one of the things that they have to necessarily do is to make more leaders and make themselves replaceable. If a movement has a single leader - a single point of failure, a bus factor of 1 - that movement is poised to fail when that leader falls. And like all humans, leaders fall.</p><p>Good leaders don't wait for their own end to think about replacing themselves. Good leaders think about replacing themselves from day 1. Because that's the most sustainable way forward. That's the way things scale out of control.</p><p>If you want a successful movement, become replaceable and replace yourself as soon as you can.</p><p>PS: I've deliberately not talked about the intersection between leaders and workers. I believe good leaders have to necessarily be good workers. That's an implementation detail I will cover in a future blog post.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-53938916273840077502021-10-19T11:14:00.000+05:302021-10-19T11:14:00.945+05:30Why I Shaved Beard<p>Well kempt, clean shaven man dressed in a coat, pant, shoes, and a tie. That's the typical figure of leadership. Anarchists hate that. Feminists hate that. Why should leadership look a certain way and act a certain way? Who is excluded from the ideal image of a leader?</p><p>In medical school, for example, it was me against the white coat. I hate white coat for it is a symbol of power. For those who think there are practical advantages of white coat, I am talking about the white coat that doctors wear in out-patient consultation rooms, for photo-ops, and even for doing theory lectures. Why should doctors use this uniform of power in such situations?</p><p>They are building on stereotypes. The white coat has certain stereotypes associated with it. That built by generations of doctors who have lived earlier. By wearing a white coat they're saying - "I am a part of this legacy. The respect you have for this legacy, give me that."</p><p>But stereotypes (biases) are the reason why the world is full of problems. Sexism, casteism, racism, colonialism - everything is built on stereotypes.</p><p>How do you tap into the benefits of stereotypes on one hand (reinforcing those stereotypes while doing so) and yet fight these large issues on the other hand? It is a contradictory position. Which is why activists (anarchists, feminists) make political statements with their body. Women cut hair, men grow long hair. Those who can grow beard, grow it long. They wear chappals. They wear Burka. They show up in places where they are not expected. They show up in ways that break stereotypes. Because breaking stereotypes is a political tool. <br /></p><p>I too found the logic that a doctor should present themselves as "smart" (by shaving clean, etc) unreasonable. Why should doctors care about the biases of the patient? More importantly, if that's the direction we go, then what about patients who are biased against women doctors, or black doctors, or Dalit doctors?</p><p>One of the biggest arguments against this all-or-nothing fight against biases is that there are things one can control and things one can't - I can't change which family I was born into, but I can shave my facial hair - and that only the biases against things one can't change need to be removed from society; that it is fair to be biased against things that are in one's control.</p><p>Fat shaming is a grey area then. Some people can't grow thin and it is out of their control. For some it might be possible, but how do we know it is possible?</p><p>What about clothing? Is it in one's control? Does everyone have access to all kinds of clothing? That's when some people say that dressing smart is not about wearing expensive clothes, but about wearing clothes smartly. They are thinking about leaders who wear cotton kurtas or saris. <br /></p><p>Nevertheless surely, everyone can afford a shaving blade, a mirror, and some water, right? So it is in one's control? What about those who have religious beliefs against shaving?<br /></p><p>Suffice to say, I'm not completely convinced by the separation between biases based on controllable features and uncontrollable features. For one, biases aren't always nuanced. A bias doesn't take into account the background of the person whom you're biased against/for. A bias is difficult to reason with.</p><p>To me, this is sufficient reason to fight against all biases.</p><p>But that's where pragmatism entered my life. Sure, we should fight against all biases. But, is personally breaking stereotypes the most effective form of fighting biases? Also should we only do bias-fighting? Aren't there other battles too?</p><p>When one looks at this larger picture, the problem becomes more about what our goals are and what the most ethical and effective ways to reach our goals are.</p><p>And therein I have to measure on a balance the pros and cons of using individual attributes to harvest biases vs the pros and cons of breaking stereotypes using body politics.</p><p>That's how I decided to shave beard.</p><p>PS: See also the clothing choices of BR Ambedkar and MK Gandhi</p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-81469943366531154542021-10-11T11:10:00.001+05:302021-10-11T11:16:39.838+05:30How To Live With Opposition<p>There are enough number of people in the world who will tell you that the world is becoming "increasingly polarized", that respectful political debate is "a thing of the past", that people talk past each other "all the time".</p><p>You will also be forced to pick a side. "You're either with us or against us."</p><p>These ideas come from a binary understanding of the world. By looking at things from a single dimension. Even in that dimension, the middle ground is stripped and only the two extremes remain as options.</p><p>How do I know? Because I've straddled that path, <a href="https://blog.learnlearn.in/2021/06/giving-up-ideological-purism.html">found it unlivable, and found a better alternative</a>.</p><p>I must thank Adam Grant for the book "Think Again" which helped me with timely insights while I was going through this journey. And I would recommend it to you (along with <a href="https://blog.learnlearn.in/2021/07/x-y-by-eugenia-cheng-roadmap-to.html">Eugenia Cheng's x + y</a>).<br /></p><p>So, what's the answer?</p><p>The short answer is that you shouldn't worry a lot.</p><p>The long answer is fairly complicated. Let's first go through some axioms.</p><p><b>The human world is complex and chaotic</b></p><p>Chaos meaning nothing is predictable. And complex meaning we don't yet know what to make of things. Economists, sociologists, stock market analysts - people who work very closely with the human world - are the most successful if they embrace this complexity and chaos. Adam Grant gives the example of the election forecaster who predicted that Donald Trump would become President of the United States much before anyone else did. The reason?</p><blockquote><p>"The single most important driver of forecasters’ success was how often they updated their beliefs. The best forecasters went through more rethinking cycles. They had the confident humility to doubt their judgments and the curiosity to discover new information that led them to revise their predictions."<br /></p></blockquote><p>This is so because the world is very chaotic and unpredictable. At best we can predict things just before things are going to happen - only if we are constantly holding our beliefs to scrutiny.</p><p>It is not that nothing can be predicted. There are several things which will follow patterns - but in controlled settings, where all the confounding variables have been controlled. And we can't isolate all confounding variables in the real world.</p><p>This is the reason smart people in public health research use tools like realist evaluation framework.</p><p>This is why it is useful to think of the world in terms of complex adaptive systems.<br /></p><p><b>Simple, pure points are rarely correct</b></p><p>Even if Twitter didn't have character limits, people would choose simple straightforward "pure" intellectual positions. These are easier to articulate, easier to think about, and easier to argue for/against.</p><p>But if a point is being made about the real world and it doesn't capture the nuance of the chaos and complexity then chances are high that the point is incorrect or at least incomplete.</p><p><b>Almost all perspectives are correct</b></p><p>This doesn't contradict the previous point. Different people look at things from different perspectives. The human brain is amazingly capable in that it sums up all the experiences it has had in the past when looking at an issue - and it does this automatically. Each perspective that a human brings to any conversation is a summary of that person's entire life experience - even if they aren't conscious of it.</p><p>The secret is in finding the convergence of differing viewpoints. Before we discuss that, we will discuss the reason why there seem to be irreconcilable differences.</p><p><b>Brain's ability to reason and articulate such reasons is far too limited</b></p><p>Our brain produces incredible insights through "gut feeling". But when it comes to explaining these or articulating the exact feeling, it falters. This is based in neurobiology. <a href="https://www.scotthyoung.com/blog/2019/02/01/reason/">Reasoning is a brain function that is different from the decision making function</a>. Therefore, while our brain maybe excellent in making certain decisions, it could be very poor in articulating the reason for those decisions. This is not just a deficiency of language. It is also a symptom of how nuanced our brain's responses are - and how it summarizes one's life experiences. It is much easier to do things than to explain why. Even if one beautifully explains why, the explanation would probably not have captured the complete picture.</p><p><b>Disagreements result from lack of nuance</b></p><p>When different perspectives are seemingly irreconcilable, the reason is that they're articulated in simple, pure ways which conceal the underlying (reconcilable) shared values. If people are able to pour their insides out, they'll find that everyone is looking forward to achieving essentially the same things. One perspective might consider an "obtuse point" as "checks and balance", while another perspective considers those checks as the "main thing".</p><p>Also, everyone doesn't have the same set of life experiences. Therefore, one person's nuance will be missing in another person's nuance. It is often helpful to figure out the life experiences that someone brings in which leads them to a particular nuance. Because when you put several different experiences together (and experience those, even second hand), you get to produce better nuanced positions.</p><p><b>What to do with these axioms?</b><br /></p><p>Think like a scientist. Adam Grant uses these exact words. But that's also what <a href="https://youtu.be/dq0X1OJYNt0">MK Gandhi used to do</a>. Think like you're perpetually seeking the truth. Look for answers everywhere. Take every perspective as an empirical observation. And expand your theory to fit those observations (bring nuance). Everyone has theories about the world (that's how our brain works). Make your theory all encompassing. That way, you won't have opponents at all - you'll only have a theory that accounts for nuances. <a href="https://asd.learnlearn.in/why-anti-feminists/">Don't be scared to get into debates</a>. But get into debates with an intention to expand your view. (Of course, social conventions apply.) Watch other people argue and while you grab popcorn, also grab your microscope to analyze why different people are saying different things. Ask clarifying questions. Make it not about you or them, make it about the "truth". And remember that the truth is probably more nuanced than anyone can ever understand.</p><p><b>PS</b>: This view of nuance unsettles a lot of people with strong opinions. They get scared that such "pragmatism" means a corruption of morals and politics. But, what I've experienced is that it is possible to fight a stronger fight when you're able to find flaws in your own political positions - and address them proactively. It also helps in building bridges with "opposition" - because you would not have a large number in the opposition anyhow. It is also severely practical. It accomplishes a lot more than a purist politics.</p><p>I'm sure you have something to add. Comments are welcome. I will add the nuance you bring into my theory :D<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com2tag:blogger.com,1999:blog-668652011781121325.post-58841690238760040262021-10-10T10:49:00.001+05:302021-10-10T10:49:33.012+05:30On Leadership<p>One can be a leader only when one desires something to happen in the world. This something can be called "change". Leaders want to change the world (or a part of it) in some way.</p><p>The change that a leader wants to see in the world - the impact they want to make - that is their vision.</p><p>Having a random vision isn't very helpful. A successful leader has a vision that is borne out of the needs and wants of the humans around them. A vision that is rooted in humanity. One that benefits the human kind.</p><p>A leader effectively communicates this vision to others, in an attempt to inspire others to work towards the same vision. The quantity of how much a leader is able to inspire action could be the measure of someone's leadership.</p><p>Such communication can occur in many ways - through talking (sometimes even story-telling), writing, or through setting examples. When a vision is completely new, leaders are forced to communicate more verbally. But when the vision has already been articulated (by other leaders, for example), leaders can inspire by setting examples through their own work.</p><p>Change requires work (often hard work). One person can only do so much work. Leaders create coalitions with people to get more work done towards their vision. These coalitions can look like organizations, companies, networks, groups, actual coalitions, etc. We could call them movements. Leaders lead movements.</p><p>Movements may have strategies, planning, coordination, structure. And these keep evolving with time, based on the real world position of the movement.</p><p>At this point, one may ask, is leadership hierarchical? Should there be one leader (or a hierarchy of leaders) for one movement?</p><p>Before we answer that we will have to answer a related question - Is everyone a leader?</p><p>The romantic answer to this question is that everyone is a leader. But that's similar to saying <a href="https://blog.learnlearn.in/2020/05/do-you-think-all-human-beings-are-equal.html">all human beings are equal</a>. Everyone can be a leader given the right circumstances. And everyone should be a leader. But everyone is not a leader. One becomes a leader only when one is able to accomplish a vision through leadership as stated before.</p><p>When one looks at leadership with such raw sincerity, we will see that the stronger leaders automatically are able to get more work done and a hierarchy is inevitable no matter how hard we try to avoid it. Saying this hierarchy doesn't exist is like erasing caste/race/class from our society.</p><p>A slightly more romantic way to look at it is by imaging every individual as a leader of their own movement - where movements overlap with each other significantly. Each individual can be thought of as a celestial body with their mass (leadership capacity) determining how much gravitational pull they exert towards their vision on the people around them. The most massive leader will have the strongest pull.</p><p>Consequently, if everyone are equal leaders, there would be no hierarchies and vice versa.</p><p>There are social, economic, and political determinants for any individual's leadership mass. Someone born with privileges - of caste, gender, sexuality, class, race, disability, and others - might find that their leadership mass is already greater than someone without those privileges. In many situations, for example, money speaks. And someone with money - or access to money - might have it easier to "lead" others. Social capital is another example.</p><p>Leadership mass can increase (and decrease) over time. This can happen through education, scholarship, credentials, affiliations, positions, jobs, work, association, mobilization, agitation, talking, writing, creativity, relationships, etc. Even gaining a follower base on Twitter can increase someone's leadership mass (through psychology of mass appeal).</p><p>This leadership mass is called "power" in the formal language. While vision determines the direction a leader pulls people in, power determines how strong the pull will be. It is impossible to be a leader without <a href="https://blog.learnlearn.in/2021/09/power-is-useful.html">power</a> (of some or the other kind).</p><p>This is where things get intensely human and psychological. Power works through human emotions. Fear, love, hatred, joy, laziness, anger, sorrow, confidence, trust, aggression, etc. But not every human has the same emotion when confronted with the same stimulus. An anti-establishmentarian will look at you with scorn when you tell them that you're from the ministry (of whatever) whereas someone who is awed by such positions will be psychologically receptive to what you want to say. It is safe to say that most people will be pulled by mainstream sources of power (because majority acceptance is what makes these sources mainstream).</p><p>Effective leadership thereby also becomes a performance. Like <a href="https://www.kevinmd.com/blog/2019/11/why-doctors-need-to-be-chameleons.html">doctors need to be chameleons</a> and be the doctor that each patient needs, leaders will have to be the leader that each individual needs. If someone is motivated by solving complex challenges, the leader can get them excited by presenting their vision as a complex challenge. If someone is interested in creative expression, leader can find avenues for creative expression that advances their vision.</p><p>At this point, the conscientious reader will ask whether leadership is emotional manipulation.</p><p>Manipulation has negative connotations. Perhaps "emotional guidance" captures the nuance of what leadership does with emotions. Leadership is about emotionally guiding people. There can be effective leaders with selfish motives and they can turn this into manipulation and abuse. But you can't blame any individual for being too sincere towards their own vision, albeit a bad one.</p><p>Also, the human mind is trapped such that it can never be free of influences. Everything that happens, every interaction, every thought, every idea - everything changes the mind. And therefore, the only way someone can never "manipulate" your thoughts is by never coming in contact with you.</p><p>The same reader will also ask whether this view of leadership considers people (followers) as lacking agency (autonomy).</p><p>In this world, nobody has complete agency. Every human is delicately dependent on other human beings in this society. Complete independence is not possible for any human. And therefore, a transactional view of individual relationships where every relationship is that of giving and taking models the society in a better way.</p><p>Considering the sensitive nature of the relationship that a leader has with others, it is very important that leaders are empathetic and emotionally intelligent. Leaders must be quick to identify an emotion, to label it, and to address it. That includes self-awareness and awareness of one's own emotions. They need to think of things from the perspective of multiple others and bring those perspectives together in their vision.</p><p>This empathy also gives leaders humility. That they do not know all the answers, and that their answers have to include all the perspectives from people around them. That if the answers did not entrench empathy this way, they wouldn't be able to achieve their vision. That it is unlikely that one human being's vision is greater than everyone else's.</p><p>An intense desire to create more and more powerful leaders around them arises in leaders from this humility. They see that the world is better served by a multitude of visions and that for each vision to succeed there must be leaders taking those visions forward. They strive to turn people around them into leaders who can pull weight. That's how the best leadership is scalable - by being infectious.</p><p>When enough leaders pull weight in the same direction, no vision is too far to achieve.</p><p>Why does the world need leaders to pull though? Can't well articulated vision statements automatically attract people?</p><p>Inertia is the problem. Human beings are resistant to change - individually and as a society. It might be explained by evolutionary psychology. Human beings have evolved past the stage where they need to be held hostage by biology, yet we are biological beings. And we are not rational beings by design.</p><p>If we were rational we wouldn't have problems like global warming, poverty, and war in our world.</p><p>Leaders appeal to both the irrational and the rational sides of human beings at once. That's how they pull people out of their inertia. Once people are moving, systems move too. Especially if you pull the heavier people.</p><p>Leaders, hence, are balancing-artists. They have to handle conflicts all the time and find balance. There is strategy, but there is vision. There is rationality and irrationality. There is movement and there is stasis. There are tensions and counter-tensions. There is pressure to lead and pressure to follow. Leaders make judgement calls all the time. They can go wrong many times. And over time the number of right calls decide whether they become effective leaders or not.</p><p>Is leadership a teachable/learnable skill?</p><p>Leadership requires a lot of practice. But it is also important to know what to practice. That is where the learning/teaching part of leadership lies. There are plenty of books written about leadership. Plenty of stories to read and learn from. Concepts like "ownership", "thinking big", "delivering". Almost every major (successful) organization has leadership principles which have been documented. Exposure to leadership philosophies can accelerate someone's growth as a leader. Consuming content about leadership helps think in different ways and gain new perspectives.</p><p>What now?</p><p>Think about whether you have a vision for the world. Think about how effective you are as a leader in taking the world towards that vision. Talk to people around you about leadership. Read. Find avenues for your own growth as a leader. Find people with similar values and vision. Grow each other. Grow yourself. And change the world.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-16659770151955377542021-09-04T13:51:00.003+05:302021-09-04T13:51:48.090+05:30Power is Useful<p>In my post about <a href="https://blog.learnlearn.in/2021/06/giving-up-ideological-purism.html">giving up ideological purism</a>, I talked about how it felt like activism was weak resistance, and not something powerful. I still hadn't discovered an answer as to how to engage with and change the system powerfully. I have an answer now.</p><p>Power.</p><p>To make powerful change, one has to have power. Thinking about power as an anathema is not helpful.</p><p>The first place I saw this articulated unambiguously is in a <a href="https://twitter.com/jonathansmucker/status/1132745954573127680">tweet thread by Jonathan Smucker</a>. Jonathan talks in no uncertain terms <a href="https://twitter.com/jonathansmucker/status/1132807612700004353?s=20">about how</a> "Knowledge of what is wrong with a social system and knowledge of how to change the system are two completely different categories of knowledge."</p><p>That's true. And that's where I was wrong too.</p><p>What's wrong with the system (from my perspective) is concentration of power in the hands of a few. My naive solution to this was to fight power itself. To not pick up power. To disown and discredit power. But it was indeed naive. One can't defeat power structures by shying away from power.</p><p>The rest of Jonathan's thread is about how to organize politically and gain power. There was an article linked by someone else in reply about <a href="https://digital-anthropology.me/2019/09/07/the-revolution-of-everyday-life/">how to use words like "Power" and "Money" with transformational meaning</a>.<br /></p><p>From the little I know, Ambedkar also was a proponent of this method. Ambedkar asked people to "educate, agitate, organize". Ambedkar was essentially laying down the blueprint on how to change the system.</p><p>Today I had a chat with <a href="http://www.daktre.com/">Prashanth</a>
on these same topics. Through many examples, daktre articulated the
same idea, although daktre used the words "legitimacy" and spoke through
the field of academics and the power that academic work lends you.</p><p>Daktre could also identify what was holding me back. The ambition of wanting to make large impact AND be perfect at the same time. The desire to make huge changes to the world (savior complex, but in an extreme scale) is fine. But the desire to be perfect while doing so is what causes problems. What if one is willing to let go of the want to be perfect? What if one is ready to make compromises in return of accomplishing a larger goal? One might personally become "blemished", might get called out for being a hypocrite. But in the larger picture, one might be able to accomplish more.<br /></p><p>Yesterday <a href="https://sbswathi.blogspot.com/">Swathi</a> and I were having a conversation over our lives and Swathi mentioned how it is screwed up to think that we can make large impact, that we can accomplish all we want. I was resisting by saying that we can indeed make large impact, we just have to find a way.</p><p>I think the path in front of me is clear. Embrace pragmatism. Gain power. Wield it carefully. Be willing to make compromises (and be called out by others for it). Helpful to keep a group of close friends who can call out quickly. Don't think of myself as the complete and perfect solution. Think of myself only as a piece of a larger solution.</p><p>Now I know why <a href="https://twitter.com/anivar">Anivar</a> was asking me to get a PhD. I think I won't take the academic route to power. I'm looking towards the entrepreneurial route. Let us see where we reach.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com1tag:blogger.com,1999:blog-668652011781121325.post-77023098881920263282021-08-15T21:17:00.005+05:302021-08-15T21:17:54.640+05:30Merit is Entitlement, not Privilege<p>In debates around reservation and merit, there is a recurring pattern.</p><p>First, someone will say "There is no level playing field. Someone starts from privilege, someone starts from lack of it. Therefore, merit is just privilege."</p><p>Then, the opponent will say "What makes you think I'm privileged? My parents struggled to make their ends meet. I burned the midnight oil."</p><p>The first person says "Do you know what inter-generational trauma that people from X background goes through?"</p><p>Then the opponent will say "Well, but the beneficiaries of reservation are from well off families"<br /></p><p>This debate goes circularly with both sides saying they're being unreasonable.</p><p>That's when someone else will come in and say "Reservation is not a poverty alleviation measure, it is about representation"</p><p>That particular argument has a lot going on in it, which I'll try to unpack here.</p><p>***</p><p>Is merit a result of privilege?</p><p>This is complicated by two things - we don't know how to objectively define merit, and we don't know how to objectively measure privileges.</p><p>What is merit? Is merit the ability to score very high marks in an exam with multiple choice questions? Is merit the ability to use language very fluently? Is merit the ability to impress an interviewer? Is merit the ability to get a job done in real world? Merit could be defined as any of these. Who should define this? That's a tough question.</p><p>What about privilege? Is privilege one's economic status? Is privilege one's social capital? Gender? Caste? Ability? Skin-tone? Body shape? Which of the countless things that gives a person an advantage in the society should be counted towards one's total privilege? And how should their influence be added up? Which ones should be given more weight and which ones less? This is probably the subject of what is called <a href="https://geekfeminism.wikia.org/wiki/Oppression_Olympics">Oppression Olympics</a>.</p><p>Both of these questions can be answered definitively in very subjective ways. But, it is next to impossible to arrive at a public consensus on such answers. Nevertheless, the discussions around these are very educational and thought-provoking. And discussions can happen even if consensus cannot be reached.</p><p>***</p><p>What's the importance of the statement "Reservation is not a poverty alleviation measure, it is about representation"?</p><p>It shifts the perspective from the subjective field of defining merit and measuring privilege into the objective field of representative democracy and distributive justice.</p><p>Not that that comes without questions. The questions shift to "What is democracy?", "What is justice?"</p><p>What is democracy? The naive answer to this is that democracy is rule of the majority. But that's not democracy. That's an elective monarchy - where the majority elects a monarch and the monarch rules over the subjects in an authoritarian fashion. Democracies stand in contrast to such monarchies. Democracies are founded on values - equality, justice, liberty, fraternity, etc. That there are elections in democracies is just a side effect of these founding principles.</p><p>That's where the value "justice" comes in. What is justice? Justice is possibly a subjective matter as well. But it can be (circularly) defined as "fairness". What is fairness? It is easy to jump from here to the earlier point and say "Someone who has struggled should be rewarded - is fairness". But that's a very individualistic view of fairness. The questions around reservation are not about individuals. It is about the democracy. For a democracy to be fair, it has to distribute power and resources among its citizens in a way that is "fair". And at the level of the nation, that involves distributing power to socially marginalized sections of the society. That is justice.</p><p>***</p><p>See how switching from the discussion on individual privileges to that of democratic justice gives lesser loopholes for people to endlessly argue on?</p><p>In that perspective, when you look at merit, you don't see merit as privilege. You don't say that "What we call merit is just accumulated privilege." Instead, you see it as entitlement. You say "What entitles you to claim that your "merit" should be considered above the values of our democracy?"</p><p>That, arguably, is a stronger way to make the case for justice.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-47277606412101298472021-08-14T11:31:00.001+05:302021-08-14T11:31:17.113+05:30Why Would Conservatives Change when Liberals Don't?<p>In the debates around "merit", the conservatives have a very straightforward view - "hierarchy is natural, one should only care about oneself and getting ahead in one's life". The liberals, on the other hand, are the confused bunch. They have a hatred for hierarchy, but they live and breathe hierarchy too. They hate that people get ahead of others without caring for others, but they are compelled to do the same too.</p><p>And conservatives are quick to spot this. They will ask the liberal who talks about equity - "Why do you hold on to your privileges and ask others to give up theirs?"</p><p>I think they have a point. Why do liberals hold on to their privileges and ask others to give up theirs?</p><p>In <a href="https://blog.learnlearn.in/2021/07/x-y-by-eugenia-cheng-roadmap-to.html">x + y</a>, Eugenia Cheng talks about how the world is set up for competition. That the world rewards those who do not care about others and in turn those who don't care for others "succeed". And Eugenia Cheng also urges us to look for solutions all around us, to try and convert competitions into collaborations.</p><p>But how many liberals are actually able to do that?</p><p>Aren't liberals using their accumulated privileges to accumulate more privileges?</p><p>Aren't liberals continuing in power hierarchies without destroying the hierarchy?</p><p>Aren't liberals legitimizing the very structures they hold responsible for the problems? <br /></p><p>Aren't liberals trying to get ahead of others? Aren't they competing? Aren't they reinforcing the very notions of merit that they oppose?<br /></p><p>If liberals don't change how they live their life, why would conservatives do?<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-87637594115673579472021-08-06T15:47:00.001+05:302021-08-06T15:47:17.442+05:30The Academic Publication Industry is Modern Day Feudalism<p>Even if the cost of journals were low and affordable, open access to scientific knowledge is the ethically correct and practically useful position for humankind.</p><p>Internet has made publishing costs near zero.</p><p>Why do journals still continue to exist? And why are they so expensive to society?</p><p>A common defense of journals is that "peer review" is important to ensure scientific integrity. We know from <a href="https://retractionwatch.com/">Retraction Watch</a> and <a href="https://pubpeer.com/">Pubpeer</a> that peer review is not perfect. We also know how peer review can <a href="https://blogs.prio.org/2020/09/turned-away-at-the-gate-how-peer-review-can-reinforce-social-inequalities/">reinforce social inequities</a>. </p><p>We have an alternate model too - <a href="https://www.mededpublish.org/What-is-post-publication-peer-review">post-publication peer review</a>. After all, what is peer review if not the entire world reviewing an article and weighing it for its pros and cons? Can reviewer 1 and reviewer 2 do better than that?</p><p>In the editorial <a href="https://www.tandfonline.com/doi/full/10.1080/09581596.2021.1958512">‘Open’ relationships: reflections on the role of the journal in the contemporary scholarly publishing landscape</a> the authors state that there are a few more reasons why journals exist:</p><p></p><blockquote>"One could optimistically assert that a journal can be multiple: both a brand, with a value indicated by the impact factor and the level of income it can generate for a corporate publisher on the one hand, and on the other, the home of a community of scholars with a history and (we hope) a future of pushing the frontiers of scholarship in public health."</blockquote><p></p><p>It goes without saying that there is a conflict of interest here because it is an editorial. And therefore let us critically examine the reasons the editors propose to justify their own existence.</p><p>Are journals a brand with a value indicated by impact factor and income? Absolutely. Yes. Journals are blogs. But they are decades old. Sure, in "blogs", peer review is rare. But platforms like medium.com, and ghost.org do allow private publication that can be reviewed by others. If peer review is a genuine need for which authors publish in journals, there are countless ways to achieve that through the internet using blogs, etc (combining with post-publication peer review as described earlier).</p><p>Peer review is just a facade. It is the "impact factor" and the "brand" that authors use journals for.</p><p>The reason why we should end the meritocracy of impact factor is the subject of a recent editorial (irony intended): <a href="https://gh.bmj.com/content/6/8/e006601">The merit privilege: examining dubious claims of merit in public health and public policy</a><br /></p><p>Now, let us come to the only remaining argument for journals. </p><p>Are journals a community of scholars with a history, who push the frontiers of scholarship?</p><p>First I'll make the assertion that the editorial doesn't include any citations on this claim. They use their belief and self-selected appreciation from readers to base this claim on. But I will take their word for it. Let us assume that people do appreciate this specific journal. But the editorial starts with the question "What are academic journals for?" We cannot generalize the experience of the editorial team of one journal to all academic journals. Therefore let us examine this claim more objectively.</p><p>First, we will examine whether it is reasonable for a community of scholars who share a history to work together.</p><p>We do know that human beings are very social. Shared history gives a shared sense of purpose and shared sense of identity. But it can also come with disadvantages. Identity as a group has the tendency to create conflicts with people outside the group. There is also chance for nepotism and favoritism. While scrutiny and skepticism is good for academic rigor, nepotism and favoritism are not good. So, shared history can be advantageous and problematic.</p><p>The next question is whether frontiers of scholarship is pushed by communities. Communities reinforce the beliefs of each other and help people go to extremes. And it is at the extremes that scholarship needs to be pushed. But communities can also reinforce falsehoods and false methodologies. We know in psychological experiments that humans tend to conform rather than stand out. Communities could cause this effect too. It can make people take less risks for the fear of being ousted from communities. Again, pushing frontier through communities has disadvantages and advantages.</p><p>Now let us come to the most important question. Are journals communities?</p><p>My answer is that they aren't.</p><p>Wikipedia says that a community "is a social unit (a group of living things) with commonality such as norms, religion, values, customs, or identity."</p><p>What is the commonality among groups around journals?</p><p>One might be tempted to say that the group has a common vision - the vision that the journal articulates.</p><p>But in my experience, most journals have a broad vision that makes them non-unique.</p><p>For example, let us take the <a href="https://www.tandfonline.com/action/journalInformation?show=aimsScope&journalCode=ccph20">journal from which the editorial is quoted</a>:<br /><br /></p><blockquote>Critical Public Health (CPH) is an international peer reviewed journal publishing critically engaged research in public health, health promotion and related fields.<br /><br />Critical Public Health provides a dedicated forum for innovative analyses of theory and practice and to explore new ways of thinking about public health, bringing together international scholarship from social scientists and health researchers.<br /><br />The journal explores issues of equity, power, social justice and oppression in health and covers contemporary empirical and theoretical work from a wide range of disciplines including anthropology, sociology, politics, cultural studies, health studies, medicine, psychology and nursing.</blockquote><p></p><p>Now, this is a broad vision that I subjectively think most journals in public health will have. So I went to google and search "public health journal" and came up with the aims & scopes of some other journals.</p><p>Here are some.</p><p><a href="https://academic.oup.com/eurpub/pages/About">European Journal of Public Health </a><br /></p><p></p><blockquote>The European Journal of Public Health is a multidisciplinary journal in the field of public health, publishing contributions from social medicine, epidemiology, health services research, management, ethics and law, health economics, social sciences, and environmental health.<br /><br />The journal provides a forum for discussion and debate of current international public health issues with a focus on the European region</blockquote><a href="https://www.tandfonline.com/action/journalInformation?show=aimsScope&journalCode=rgph20">Global Public Health</a><p></p><p></p><blockquote> Global Public Health is an international journal that publishes research on public health including the social and cultural aspects of global health issues.<br /><br />Global Public Health addresses public health issues that come to the fore in the global environment, such as epidemics of newly emerging and re-emerging infectious diseases, the globalization of trade and the increase in chronic illnesses.<br /><br />The journal is characterized by a global and multidisciplinary focus, its emphasis on significant global health issues and its concern to understand resource-poor and resource-rich countries including the public health challenges they face as part of a single, interacting and global system.</blockquote><a href="https://www.springer.com/journal/10900">Journal of Community Health</a><p></p><p></p><blockquote>The Journal of Community Health, a peer-reviewed publication, offers original articles on the practice, teaching, and research of community health. Coverage includes preventive medicine, new forms of health manpower, analysis of environmental factors, delivery of health care services, and the study of health maintenance and health insurance programs. Serving as a forum for the exchange of ideas and clarification, the journal features articles on projects that make a significant impact on the education of health personnel.</blockquote><a href="https://bmcpublichealth.biomedcentral.com/about">BMC Public Health</a><p></p><p></p><blockquote>BMC Public Health is an open access, peer-reviewed journal that considers articles on the epidemiology of disease and the understanding of all aspects of public health. The journal has a special focus on the social determinants of health, the environmental, behavioral, and occupational correlates of health and disease, and the impact of health policies, practices and interventions on the community. BMC Public Health does not publish clinical research: this should be submitted to the relevant BMC Series medical journal.</blockquote>Of course you wouldn't find an article about public health in the Nature journal or a paper about cellular pathways in a public health journal. But within each broad field of "public health", "life science", "medicine" there are many journals with similar aims & scope. So, I do not think the aims & scope of a journal are unique to a journal.<p></p><p>Nevertheless, as the editorial claims, it might be possible to build a shared history around a particular journal's aims & scopes.</p><p>In fact, I know a few such journals. <a href="https://ijme.in/">The Indian Journal of Medical Ethics</a>, for example has a very vibrant community with people who have a shared history in the public health movement of India. But here is a very important thing about <a href="https://ijme.in/about-us/ijme/">IJME</a>:</p><p></p><blockquote> As a policy, since its inception, the IJME has never charged authors for publication of their writings, and all material available on the website of the journal is free and offers open access to all </blockquote>How is IJME possible to publish all articles as open access through just donations? My answer is that they have a real community behind them.<p></p><p>In essence, it is indeed possible to build a community with shared history through a journal - through a democratic spirit of openness and accessibility.</p><p>But is this generalizable across all academic journals? My hunch is that it is not. My hunch is that most academic journals have a group of editors who care for the chance to build a community like that, but cannot do so by design.</p><p>If journals could truly form communities, they wouldn't struggle with the problem of underrepresentation.</p><p>If journals could truly form communities, they wouldn't have to make meritocratic excuses like "the underrepresented are underrepresented because they do not have the privilege to volunteer time or because they do not fulfill the prerequisite of a broad network"<br /></p><p>Journals are part of a feudalistic system. One where the title of the journal is owned by a publisher (the feudal lord), who give powers to a set of editors (vassals) in return of profit (fief), and the authors have no choice other than writing articles in these journals (serfs). The only difference, one might say, is that serfs in the academic publication industry have the mobility to change journals. But wherever they go, they are serfs indeed.</p><p>If this is true, this also gives us a way out of this feudalistic system. Here's a paragraph from a <a href="https://law.jrank.org/pages/6863/Feudalism.html">law library article</a>:<br /></p><p></p><blockquote>Predictably, the relationship between lord and vassal became a struggle for a reduction in the services required by the fief. Lords, as vassals of the king, joined their own vassals in revolt against the high cost of the feudal arrangement. In England, this struggle culminated in the MAGNA CHARTA, a constitutional document sealed by King John (1199–1216) in 1215 that signaled the beginning of the end for feudalism. The Magna Charta, forced on King John by his lords, contained 38 chapters outlining demands for liberty from the Crown, including limitations on the rights of the Crown over land.</blockquote><p>As seen in the CPH editorial, there is already tension between publishers and editorials. Publishers are also in a strained relationship with the King (through initiatives like Plan-S). The logical conclusion is that within a few years, there will be a revolution where the right to own knowledge will be taken away from the academic industry and be given back to the producers of knowledge themselves.</p><p>Until then, the current generation of journals will try to justify their existence.</p><p></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0tag:blogger.com,1999:blog-668652011781121325.post-49749593126552837012021-08-05T16:50:00.001+05:302021-08-05T16:50:36.321+05:30The Difference Between a Politician and an Academic in Politics<p>If academics and politics seem like separate fields to you, that's because your definition of academics has been corrupted by the academicians you have seen and their self-centredness.</p><p>Academicians can be of two types. The ones who "care only about science (or "truth")". The ones who care about society in addition to science.</p><p>Those who "care only about science" also care for something besides science. They care for themselves. They care for their own intellectual satisfactions or humane curiosities.</p><p>So, academicians can be of two types. Those who care only about themselves, and those who care about society too. (Of course, it is a fluid spectrum. At any point one can care x% about themselves and y% about the society. I'm using a strict binary for convenience.)</p><p>The academicians who care predominantly about society automatically engage in politics. Because that's the only way to change the society. Like I wrote about earlier, <a href="https://blog.learnlearn.in/2021/06/why-politics-isnt-for-honest.html">politics isn't just party politics</a>. Politics also includes advocacy, activism. Academicians, by asking the right questions and "generating evidence", influence policy making and politics. They can give legitimacy to certain questions that go unasked. They can strengthen or weaken anyone's politics.</p><p>So what's the difference between a politician and an academic in politics?</p><p>Their willingness to lie.</p><p>An academic who is willing to lie for their politics is a politician. No matter how much they are in politics, an academic who will not lie for their politics is still an academic.<br /></p>Akshay S Dineshhttp://www.blogger.com/profile/13477111115934396454noreply@blogger.com0