ResearchNovember 08, 2026
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Meta's agent learns to improve itself
A research engineer at Meta describes efforts to teach agents to self-improve as part of RSI work.
#Meta#RSI#research engineering#AI agents#careers

š„ What happened
A Meta research engineer just gave a rare inside look at his team's work on Recursive Self-Improvement (RSI): teaching AI agents to train the next generation of models themselves. He started his career fixing printers ā no academic pedigree.
š” Why it matters
90% of the job is writing code, only 10% is ideas ā research engineering is data science with an infra obsession. The key insight: RSI either updates the base model or the scaffold around it. Anyone building agent harnesses today is already working on that frontier.
ā” Our take
The most honest job description we've read in months ā including the confession that one bug made his results look better than they were. That kind of realism is exactly what the RSI hype threads are missing.
The title, summary and analysis of this item were produced automatically by an AI system and have not been editorially reviewed. They may contain errors, bias or omissions ā when in doubt, read the linked original source.
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