[R] Benchmarking and mitigating recursive LLM state collapse on edge hardware: Introducing the Drift Gauntlet & CSMS

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Title: [R] Benchmarking and mitigating recursive LLM state collapse on edge hardware: Introducing the Drift Gauntlet & CSMS Hey r/MachineLearning , https://www.codabench.org/competitions/17465/ We’ve been researching the long-horizon stability of autonomous agents (like Vision-Language-Action systems) running continuously on constrained physical edge hardware. While benchmark performance for open-weight models is great, we noticed that under long-duration recursiv