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The tweet discusses Microsoft's SkillOpt paper, which improved GPT-5.5 accuracy from 41% to 80% without retraining by using a small skills file to guide the agent.
Proprioceptive AI released Cygnus, a tool that equips frozen LLMs with self-sensing adapters reading internal hidden states via gl(4,R) Lie algebra to isolate dark modes, boosting Qwen-32B's ARC-Challenge score from 82.2% to 94.97% on a single RTX 3090 without retraining.