LLM training data mixture optimization breaks when training pools shift — every prior proxy experiment becomes stale.

Advanced designs and controls achieve complete mixing while reducing batch times In the chemical process industries (CPI), ...

New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

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