SARATH THARAYIL
SARATH THARAYILHS.T.WRITEUPSWWRITEUPSCONCEPTSKCONCEPTSPROJECTSPPROJECTSLABLLABABOUTAABOUT
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Building thoughtful software, writing notes, and shipping experiments across data, AI, and the web.

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© 2026 Sarath Tharayil/IST --:--:--

Sarath Tharayil

v.  learning · noticing · becoming

I build things with data and code, usually end-to-end. I ship side projects at odd hours, care a lot about how things feel to use, and tend to go deep on whatever has my attention. Lately that's been AI systems, and ideas that don't sound terrible.

About me
RECENT WRITINGAll posts
The Universe Might Be Running on Four If-StatementsHow a bored Cambridge mathematician invented a game with four absurdly simple rules, accidentally broke the idea of complexity, and spent the rest of his life regretting it.
May 12, 2026
You Should Betray Your Friend. Here's Why You Probably Won't.Why two perfectly rational people always make the worst possible choice together, and what that reveals about climate, war, and human cooperation.
May 11, 2026
One Sphere, Two Spheres: The Theorem That Broke GeometryIn 1924, two mathematicians proved you can decompose a solid ball into five pieces and reassemble them into two balls of equal size. No stretching. No scaling. Completely rigorous mathematics. Here is how, and why it works.
May 10, 2026
Position 44: The Card Trick That Does the Maths ItselfSomeone picks a card from nine, buries it in the deck, and you deal four chaotic piles counting backwards from ten. The sum of what lands face-up tells you exactly where the card is. Every single time. Here is why the deck has no choice.
May 9, 2026
CURRENT OBSESSION
Metis-An always-on trading dashboard that watches the market, alerts me when my criteria are met, and can autonomously buy and sell shares on my behalf.read more◆Metis-An always-on trading dashboard that watches the market, alerts me when my criteria are met, and can autonomously buy and sell shares on my behalf.read more◆
Metis-An always-on trading dashboard that watches the market, alerts me when my criteria are met, and can autonomously buy and sell shares on my behalf.-read more

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2026.05.12
The Universe Might Be Running on Four If-Statements

SUMMARY:

How a bored Cambridge mathematician invented a game with four absurdly simple rules, accidentally broke the idea of complexity, and spent the rest of his life regretting it.

TOPICS:

MathComputer SciencePhysics

AUTHOR:

Sarath Tharayil

READ POST
2026.05.11
You Should Betray Your Friend. Here's Why You Probably Won't.

SUMMARY:

Why two perfectly rational people always make the worst possible choice together, and what that reveals about climate, war, and human cooperation.

TOPICS:

Game TheoryMathSociety

AUTHOR:

Sarath Tharayil

READ POST
2026.05.10
One Sphere, Two Spheres: The Theorem That Broke Geometry

SUMMARY:

In 1924, two mathematicians proved you can decompose a solid ball into five pieces and reassemble them into two balls of equal size. No stretching. No scaling. Completely rigorous mathematics. Here is how, and why it works.

TOPICS:

MathematicsPhilosophy

AUTHOR:

Sarath Tharayil

READ POST
2026.05.09
Position 44: The Card Trick That Does the Maths Itself

SUMMARY:

Someone picks a card from nine, buries it in the deck, and you deal four chaotic piles counting backwards from ten. The sum of what lands face-up tells you exactly where the card is. Every single time. Here is why the deck has no choice.

TOPICS:

MathematicsPsychology

AUTHOR:

Sarath Tharayil

READ POST
2026.05.08
The Pearl on the Crown: Mathematics' Most Dangerous Simple Question

SUMMARY:

In 1742, Goldbach wrote Euler a letter with an observation so simple a child could understand it. No one has proven it since. Here is the 280-year story of the conjecture, the man who came closest in a boiler room under a kerosene lamp, and what it costs to chase an unprovable truth.

TOPICS:

MathematicsScienceHistory

AUTHOR:

Sarath Tharayil

READ POST
2026.05.07
You Have 60 Seconds: The Physics of Being Tiny

SUMMARY:

Google used to ask job candidates what they'd do if shrunk to the size of a coin and dropped in a blender. The math says jump out. The physics says you're dead either way. Both answers are wrong for interesting reasons.

TOPICS:

ScienceEngineeringPhysics

AUTHOR:

Sarath Tharayil

READ POST
2026.05.06
The Equation That Deliberately Forgets Everything

SUMMARY:

A Russian mathematician picked a fight with God in 1906 and accidentally built the mathematical engine behind Google, ChatGPT, nuclear weapons, and card shuffling. The story of Markov chains and the strange power of forgetting.

TOPICS:

MathematicsTechnologyScience

AUTHOR:

Sarath Tharayil

READ POST
2026.05.05
The Mouse Utopia That Chose Extinction

SUMMARY:

In 1968, a scientist built a perfect world for mice: unlimited food, no predators, no disease. The colony was extinct in five years. What Universe 25 reveals about density, identity, and what happens when survival becomes too easy.

TOPICS:

PsychologyScienceSociety

AUTHOR:

Sarath Tharayil

READ POST
2026.05.04
Propaganda, Dopamine, and the Collapse of Reason

SUMMARY:

How political propaganda, algorithmic manipulation, and neurobiology combine to hijack belief, and what it actually takes to break free.

TOPICS:

PoliticsPsychologyTechnology

AUTHOR:

Sarath Tharayil

READ POST
2026.05.03
Database Normalization, From Chaos to Clean

SUMMARY:

A step-by-step interactive guide to 1NF, 2NF, 3NF, BCNF, 4NF, and 5NF with real SQL and transforming tables at every stage.

TOPICS:

DatabasesSQLLearning

AUTHOR:

Sarath Tharayil

READ POST
2026.05.02
The Pharmacy of the World

SUMMARY:

How India quietly became the source of 40% of America's generic drugs, 60% of the world's vaccines, and one of the most important forces in global healthcare. A fifty-year story of bold laws, brilliant scientists, and one audacious phone call.

TOPICS:

IndiaPharmacy of the World

AUTHOR:

Sarath Tharayil

READ POST
2026.05.01
Why You Dream Big and Do Absolutely Nothing

SUMMARY:

A deep look at the real neuroscience and psychology behind why ambitious people consistently fail to act on their own ambitions. Hint: it is not laziness.

TOPICS:

Psychology

AUTHOR:

Sarath Tharayil

READ POST
2026.05.01
Your TV Is Taking Screenshots. Here Is Exactly What That Means.

SUMMARY:

The smart television sitting in your living room is a continuous surveillance device. This is how it works, which brands do it, what they earn from it, and how to make it stop.

TOPICS:

PrivacyTechnologySecurity

AUTHOR:

Sarath Tharayil

READ POST
2026.04.30
The Country That Got Lucky With Two Letters

SUMMARY:

In 1995, a bureaucrat assigned the internet suffix .ai to a tiny Caribbean island. Nobody cared. Then ChatGPT launched. Now Anguilla is abolishing taxes.

TOPICS:

EconomicsTechnology

AUTHOR:

Sarath Tharayil

READ POST
2026.04.30
How Your Wi-Fi Can See Through Walls

SUMMARY:

The Wi-Fi router sitting in your living room can, with the right software, detect your presence, track your movements, estimate your body pose, and identify who you are. No camera, no sensors on your body, and it works through solid walls. Here is exactly how that works, and what you can do about it.

TOPICS:

SecurityPrivacyTechnology

AUTHOR:

Sarath Tharayil

READ POST
2026.04.29
A River Runs Through This Website

SUMMARY:

There is a river in the footer of this website. Literally. Here is what it is, where it comes from, and why I put it there.

TOPICS:

Design

AUTHOR:

Sarath Tharayil

READ POST
2026.04.28
Why Things Work Badly, Strangely, or Unexpectedly in Modern Life

SUMMARY:

Modern life is full of things that feel broken but are not, things that feel designed well but were not, and things that were designed for something else entirely and just never left. A philosophical walk through why the world is like this.

TOPICS:

Technology

AUTHOR:

Sarath Tharayil

READ POST
2026.04.27
The 465 MW Hole Kerala Dug For Itself

SUMMARY:

Kerala's 2026 power crisis starts nine years ago with four contracts, a procedural shortcut, and a regulatory body that decided rules matter more than electricity. Here's how the state lost 465 MW of cheap baseload power and then spent two years failing to get it back.

TOPICS:

India

AUTHOR:

Sarath Tharayil

READ POST
2026.04.26
Why Different AI Models Excel at Different Tasks

SUMMARY:

Claude, ChatGPT, Gemini, DeepSeek, and Perplexity all feel meaningfully different to use, and that is not random. Their architectures, training data, and system-level design push them toward genuinely different strengths. Here is what is actually going on under the hood.

TOPICS:

AI

AUTHOR:

Sarath Tharayil

READ POST
2026.04.24
All Of This I Did, Without You

SUMMARY:

Gerald Durrell's love letter to Lee McGeorge, July 31st 1978. I first heard it read by Tom Hiddleston in LettersLive and have not stopped thinking about it since.

TOPICS:

Personal

AUTHOR:

Sarath Tharayil

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