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Showing posts from May, 2026

How ChatGPT Was Built, Part 3: The Capabilities Nobody Designed

The engineers scaled the models. The researchers watched the benchmarks. And then, at certain thresholds, capabilities appeared that nobody had programmed, planned, or predicted. This is the story of emergence — and why it remains one of the most honest open questions in all of science.

How ChatGPT Was Built, Part 2: The Engineering Challenge That Made It Real

Building ChatGPT wasn't a research problem. It was an industrial one.

How ChatGPT Was Built, Part 1: The Idea That Started Everything

In 2017, OpenAI read a fifteen-page research paper from Google and made a bet that most of the field thought was wrong. This is the story of how that conviction became ChatGPT.

The Paper

In June 2017, eight researchers at Google sat down to solve a narrow problem in machine translation. They were not trying to change the world. They were trying to make computers better at translating sentences. What they built instead was the architecture that every major AI system in the world now runs on.

The Nine Years That Changed Everything

Nobody announced the beginning of the AI era. There was no ribbon-cutting, no proclamation, no single front page that said: pay attention, something is different now. There was just a research paper, posted quietly, that contained an idea that would rewrite the world.

From Finding to Fixing: The Case for Client-in-the-Loop

The vulnerability list is not a report. It is a race. And right now, humanity is losing it.

The Moment Sam Altman Took the Oath

What the Musk v. OpenAI trial actually revealed — and why it matters more than the verdict.

Claude Mythos

Inside Project Glasswing — how Anthropic's Claude Mythos was turned loose on the world's most critical codebases, and what happened when the list started scrolling.