Transformers solve these using attention (for alignment), MLPs (for arithmetic), and autoregressive generation (for carry propagation). The question is how small the architecture can be while still implementing all three.
Instruct Opus to minimize differences between agentic implementation and known good implementation without causing more than a 5% speed regression on any benchmarks
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同时，这也是 2026 年每个「不能自己造屏幕」的手机品牌需要考虑的问题：
第三十五条 有下列行为之一的，处五日以上十日以下拘留或者一千元以上三千元以下罚款；情节较重的，处十日以上十五日以下拘留，可以并处五千元以下罚款：