What Jason Liu thinks about AI agents
Machine learning engineer and consultant focused on RAG and retrieval systems. He writes about applied AI engineering at jxnl.co and is the author of the instructor library.
Jason Liu did not write this page.
We collected these quotes from things they published elsewhere, and every quote links to where it was said. They have no account here and have not endorsed this site. Quotes are word for word; the short line under each one is our own restatement, not their wording. Their own site. Is this you? Claim it or ask us to remove it. Or tell us what is wrong here.
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3 dated positions, 2026, in their own words. Our reading of what Jason Liu has said — not written or endorsed by them.
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Their wordsThis is why I like the thread version more than a generic scheduled report. The brief improves as you complain about it.
↗Six levels of complexity in a Codex morning briefjxnl.co 1st of 2 in this piece
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Our readingAI agents should draft work on a person's behalf but never send or act as if they were that person.
Their wordsLevel 5 teaches the trust boundary I actually care about: draft the work, do not impersonate me.
↗Six levels of complexity in a Codex morning briefjxnl.co 2nd of 2 in this piece
- 8 days earlier
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Their wordsFiles force the agent to compress experience into a form that can survive the thread.