Guohao Li 🐫
@guohao_li
Founder @Eigent_AI / @CamelAIOrg. Scaling RL Environments for Agents. Prev Oxford, KAUST, ETHz, Intel, Kumo.
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@kotekjedi_ml probably the best security paper if the year. guys fixed a billion-dollar bug for anthropic, openai, google
"behavioral state decay": the failure mode that long-horizon agents forget what matters. meta ai's fix: a memory agent that updates the memory bank and then decides whether to emit a proactive intervention. they train qwen3.5-27b on seta using sft and grpo and show gains on terminal-bench 2.0. great to see seta terminal agent rl envs used this way
- remember when it matters by meta ai @yifannnwu @zhuokaiz:
- our seta project:
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