Our Latest research paper(preprint) on loops and graph is live on ArXiv
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vpbhardwaj
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vpbhardwaj
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Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
It shows that AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → completion checks often pass vacuously: 47 of 69 loops had such gates. It also gives a design (independent gate, global repair budget, pre-run spend ceiling) that guarantees termination and bounded cost.
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