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KACE introduces per-problem adaptation of inference compute and learned knowledge cards, partitioning distilled hints by difficulty tier so escalated steps only read what is relevant. This avoids the single-prompt…

#AI #LLM #DeveloperTools #MachineLearning
https://arxiv.org/abs/2606.00532