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Studies

Things I wanted to understand properly. Mostly AI, decision-making, and how things actually work. Every claim cited.

What AI Has Done, What's Wrong With It, and What's Just Noise

Sorting the real problems from the ones that get shouted about

August 22, 2026

AI Agent Architectures: Workflows, Subagents, and Multi-Agent Systems

What the words mean, and what the evidence says about using more agents

August 22, 2026

Grok Bot vs Claude Cowork vs ChatGPT

Five agent products and where each one runs

August 21, 2026

How Large Language Models Actually Work

The whole mechanism, from tokens to hallucinations

August 14, 2026

The Mental Models I Keep Coming Back To

The handful that changed how I make decisions

July 7, 2026

A History of AI, Told Through One Number

How the weight went from a 1943 idea to hundreds of billions of them

July 1, 2026

Why AI Gives You a Different Answer Every Time

It comes down to one number called temperature

June 6, 2026

How to Tell When AI Is Making Things Up

The failure modes, the benchmark problem, and what actually catches it

May 3, 2026

Seven Things I Learned from Building

Mostly by doing the wrong version first

February 26, 2026

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