korrents

korrents · piece

Codex-maxxing

Jason Liu · 10 May 2026 · jxnl.co ↗

2 korrents from this piece

Jason Liu did not write this page.

Every claim below was made in this piece, quoted word for word and numbered in the order the piece makes them, so you can read it there rather than take our word for it. The sentence above each quote is our reading of the claim, not their wording. Each quote was checked against a stored copy of the page at build time; where the two differ, the quote is the fact.

  1. Our reading

    Storing an AI agent's memory as files forces it to compress what it learns into a form that survives even when the conversation itself doesn't.

    Their wordsFiles force the agent to compress experience into a form that can survive the thread.

  2. Our reading

    An AI agent's execution is only as good as the goal and the verification criteria given to it; ambition without verification is just a wish.

    Their wordsExecution is only as good as the goal and the verification you give it. Ambition without verification is just a wish.