Deep dive into Recursive State Machines (RSM)
alexlavaee · x · 2026-08-30
The post references an article on "Recursive State Machines for Language Models." RSM innovates on Recursive Language Models (RLMs), where the model sits in a runtime (e.g., IPython kernel) to execute code and spawn new instances. LangChain benchmarks show RLMs outperform regular harnesses at around 128k context tokens. The Atomic framework adopts this RSM architecture, allowing explicit verifiers in long loops.
Related event: Agent Framework Atomic Introduces Recursive State Machines(2 posts)→
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