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Devansh

Devansh

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Jul 7

A Gentle Look at Finite State Machines

This article was originally published here. Join 25K+ tech builders and investors by signing up for free to never miss the most important…

A Gentle Look at Finite State Machines

Devansh

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Jun 26

Understanding GLM 5.2 Beyond the Headlines

Why GLM 5.2 Performs so Well

Understanding GLM 5.2 Beyond the Headlines

Devansh

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Jun 25

How Long-Context Inference Is Rewriting the Future of Transformers

Five escape routes from the quadratic tax, and what each one actually costs you in exchange

How Long-Context Inference Is Rewriting the Future of Transformers

Devansh

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Jun 24

Why We Must All Support Anthropic’s Stand Against AI Surveillance and Weapons Systems

A disclaimer first, since this one is entirely mine

Why We Must All Support Anthropic’s Stand Against AI Surveillance and Weapons Systems

Devansh

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Jun 23

The Real Cost of Running AI: From FLOPs to GPUs to the KV Cache

What every token you pay for actually costs, traced from raw math to the GPU bill, with no macro-level hand-waving

The Real Cost of Running AI: From FLOPs to GPUs to the KV Cache

Devansh

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Jun 22

AI Isn’t Hitting a Scaling Wall. It’s Hitting a Measurement Wall.

The physics limit that benchmarks miss, that biology solved through evolution, and that changes how you should think about every eval score…

AI Isn’t Hitting a Scaling Wall. It’s Hitting a Measurement Wall.

Devansh

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Jun 20

OpenAI’s Own Product Lead Just Explained Why 95% of AI Products Fail.

Three moats, four differentiation levers, and the cost trap that turns your best users into your biggest liability

OpenAI’s Own Product Lead Just Explained Why 95% of AI Products Fail.

Devansh

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Jun 19

ChatGPT Health Is a Terrible Product. The Thing Hidden Inside It Is Not.

Why the most important part of OpenAI’s healthcare play has nothing to do with AI — and why Google and Anthropic should be paying very…

ChatGPT Health Is a Terrible Product. The Thing Hidden Inside It Is Not.

Devansh

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Jun 11

Your Retirement Account Is About to Buy SpaceX. Nobody Asked You

How index providers rewrote their rulebooks in 90 days to force $14 trillion in passive savings into the largest low-float IPO ever

Your Retirement Account Is About to Buy SpaceX. Nobody Asked You

Devansh

·

Jun 5

Stateful Swarms Will Revolutionize Agentic AI

How Irys beat Harvey AI on the Legal Agent Benchmark

Stateful Swarms Will Revolutionize Agentic AI

Devansh

Devansh

Writing about AI, Math, the Tech Industry and whatever else interests me. Join my cult to gain inner peace and to support my crippling chocolate milk addiction

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