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MobCache Scales LLM Mobility Sims

MobCache Scales LLM Mobility Sims

MobCache is a mobility-aware cache framework that enables scalable LLM-based human mobility simulations by reusing reconstructible reasoning caches. It encodes reasoning steps as latent embeddings for recombination and uses a lightweight decoder trained via mobility-constrained distillation. Experiments demonstrate major efficiency gains while matching state-of-the-art performance.

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AI Distills Educator into Skill Pack

An AI skill pack 'Zhang Xuefeng.SKILL' distills late educator's books, talks into models and heuristics, sparking ethics debate. Article critiques how AI/internet 'distills' humans, stripping nuances like empathy for replicable logic. Warns of flattening people into labels amid social media algorithms.

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