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By making environment design a learnable process, SPADE unlocks a new frontier in self-improvement for language agents, leading to substantial performance gains across diverse tasks.
Instant AI assistants are now feasible on smartwatches: 8M-parameter models can kickstart responses locally, hiding cloud latency with surprisingly high quality.
