📄 SPADE: Self-Play in Adaptive Synthetic Executable Environments by Bo Liu (@Benjamin_eecs), Simon Yu et al. A self-play RL setup where one LLM writes executable Gym-style environments and learns to…

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Why this matters for agentic AI: Agents need diverse environments to generalize. Handcrafted environments have a ceiling — the humans writing them can only think so far. Self-play discovery scales…