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Reasoning Leaps Amid Cracks in Evaluation, Safety, and Hardware
- During reasoning distillation, answer-conditioning corrupts verifiable reasoning, but novel on-policy and delta-distillation methods aim to preserve reasoning-specific skills. ⏱️ Chapters 00:00 Reasoning Leaps Amid Cracks in Evaluation, Safety, and Hardware 00:04 Highlights 01:28 Distillation of reasoning capabilities masks fundamental flaws in LLM self-improvement 04:01 Embodied AI systems exhibit alarming safety and robustness gaps that current benchmarks only begin to expose 07:28 Hardware independence efforts converge on multi-pronged strategies, yet the CUDA ecosystem barrier proves…
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