“All models are wrong, some are useful.” George Box

About me


I'm a tech lead for AI in Google Cloud's forward deployed engineering team, serving customers in Asia Pacific. Outside work, I'm:

My recent interests include examining :

  1. The impact of applying aristocratic tutoring and classical education, Benjamin Bloom's 2-sigma thesis, how can we create more Einsteins by creating governesses and mentors at scale
  2. The future of work, applying Jevon's paradox, the Red Queen effect - where on the coal question, Jevons speaks about how market expansion occurs by improving efficiency of the core product
  3. Concepts like the Red Queen effect ( how when the degree of change has to be relative to other parameters that are changing ) , Kth order thinking, and decision-making under uncertainty (e.g., poker vs. chess, bookmaker's odds)
  4. The impact of modern UI/UX on society (e.g., vertical scrolling, swipe-based interfaces) how the speed dating UX took over the world
  5. On Luis Borge’s’ book “On exactitude of science”. There was a fictitious ancient empire that became obsessed with producing ever more accurate maps of its territory until it eventually produced a map with a one to one scale. The entire empire had to be covered with the map of the empire. So many resources were wasted on this ambitious project that the empire collapsed. Finally the map also disintegrated. The only use that was left of the map was the sheltering of the occasional beggar. A one to one map may look like the ultimate representation of reality but tellingly , it’s no longer a useful representation at all.

While I have well-researched opinions on a few topics, I acknowledge that many of my beliefs are educated guesses.​​​​​​​​​​​​​​​​

Some old books that I love

Author Book Title (Text) Why
Fyodor Dostoevsky The Brothers Karamazov On Human nature : Every man has reminiscences which he would not tell to everyone, but only to his friends. He has other matters in his mind which he would not reveal even to his friends, but only to himself, and that in secret. But there are other things which a man is afraid to tell even to himself, and every decent man has a number of such things stored away in his mind.
Fyodor Dostoevsky Crime and Punishment Literary prowess that made me tear up : one of the most moving descriptions of a child seeing a horse being flogged to death, Raskolnikov’s dream

But the poor mare was in a bad way. She was gasping, standing still, then tugging again and almost falling. 'Thrash her to death!' shouted Mikolka. 'It's come to that. I'll do her in once and for all!' 'Papa, papa,' he cried, 'papa, what are they doing? Papa, they are beating the poor horse!' 'Come along, come along!' said his father. 'They are drunken and foolish, they are in sport; come away, don't look!' and he tried to draw him away, but he tore himself away from his hand, and, beside himself with horror, ran to the horse.

| | Frederic Bastiat | That which is seen and that which is not seen | Classic thought in frugality, ideals for the role of government, possibly inspired thinkers like Frederick Hayek ,

When a public expense is proposed, it ought to be examined in itself, separately from the pretended encouragement of labour which results from it, for this encouragement is a delusion. | | Frederic Bastiat | The Law | For gifting everyone the beauty of plain spoken honesty of clear ideas about law, socialism, populism

on the negative concept of law: … the statement, the purpose of the law is to cause justice to reign, is not a rigorously accurate statement. It ought to be stated that the purpose of the law is to prevent injustice from reigning. In fact, it is injustice, instead of justice, that has an existence of its own. Justice is achieved only when injustice is absent.

Socialism, like the ancient ideas from which it springs, confuses the distinction between government and society. As a result of this, every time we object to a thing being done by government, the socialists conclude that we object to its being done at all. We disapprove of state education. Then the socialists say that we are opposed to any education. We object to a state religion. Then the socialists say that we want no religion at all. We object to a state-enforced equality. Then they say that we are against equality. And so on, and so on. It is as if the socialists were to accuse us of not wanting persons to eat because we do not want the state to raise grain.

God has given to men all that is necessary for them to accomplish their destinies. He has provided a social form as well as a human form. And these social organs of persons are so constituted that they will develop themselves harmoniously in the clean air of liberty. Away, then, with quacks and organizers! A way with their rings, chains, hooks, and pincers! Away with their artificial systems! Away with the whims of governmental administrators, their socialized projects, their centralization, their tariffs, their government schools, their state religions, their free credit, their bank monopolies, their regulations, their restrictions, their equalization by taxation, and their pious moralizations! | | Max Weber | Science as a vocation | | | Frederic Bastiat | Economic Sophisms | | | Aldous Huxley | A Brave New World | | | George Orwell | | | | Bertrand Russell | A History of Western Philosophy | | | Karl Popper | The Open Society and Its Enemies | | | Charles T. Munger | Poor Charlie's Almanack | | | William Stanley Jevons | The coal question | |

Recent Writing / Work


What does a Generative AI have in common with a Game playing AI

What does a Generative AI Chatbot have in common with Gameplaying AI

AI-UX and Data Feedback loops as moats in Generative AI Products

AI UX & Data Feedback Loops as a Moat while using Generative AI

Kth Order thinking

Vamsi Ramakrishnan on LinkedIn: #gametheory #strategy #thinking

Red Queen Effect, Jevon’s Paradox and the Impact of AI on Jobs

Vamsi Ramakrishnan on LinkedIn: #ai #artificialintelligence #businessstrategy #adaptation #innovation…

On Permanent & Expiring Skills

Vamsi Ramakrishnan on LinkedIn: 👋 just read this article by Morgan Housel from Collabfund about Expiring…

AI in Healthtech

Vamsi Ramakrishnan on LinkedIn: #triggeralert #ai #genai #healthtech

Where are today’s Einsteins

Vamsi Ramakrishnan on LinkedIn: Without discounting tremendous progress we have made in the last few…

Career Pivots in AI , specifically Generative AI

Vamsi Ramakrishnan on LinkedIn: Contrary to popular belief it's actually not too late to pivot into a…

Game Theory as a Dark Art in Commerce

Vamsi Ramakrishnan on LinkedIn: 👋 Have you heard of the Dollar Auction? It's a brilliant yet evil…