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Ideas worth
staying with.

Essays and research on the possibilities ahead, and the human judgment that shapes them. Open a preview, follow a question, take your time.

Interactive essayRemco Vroom

The One Idea

Every AI you used today runs on one idea from 2017. A plain-language essay, film and interactive explorer on the Transformer, and on what it quietly traded away.

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Every AI you used today runs on one idea from 2017.

Not a company. Not a product. A design decision in a paper about translation: stop reading one word at a time, and let every word look at every other word, all at once.

Episode one of Uncovering How AI Works. Includes a 30-second film and an illustrative attention explorer.
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Interactive essayRemco Vroom

The Token Gap

When machines produce language faster than people can read it, what becomes valuable? An interactive essay on speed, reasoning and human judgment.

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You are reading this at roughly four tokens per second.

Most people have never done this arithmetic. They feel the speed as convenience. It is not convenience. It is a different physics of thought.

Author’s historical illustration. The full essay includes assumptions and source context.
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Research thesisRemco Vroom

The Quantum Intelligence Protocol

The full Quantum Intelligence Protocol thesis: seven principles for agent governance, persistent memory and learning across autonomous systems.

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What if each interaction could leave the next one better informed?

Read the complete thesis: eleven chapters on governing autonomous agents, three-tier memory and intelligence that carries forward, with interactive illustrations of the proposed architecture.

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