DeepSeek open-sourced DeepInfer while Washington moved to purge DeepSeek from federal systems. Inference stack news: CNCF llm-d 1.0 (IBM, Red Hat, Google, NVIDIA) and Google TorchTPU. Research posts: NVIDIA Cosmos3-H-Dreams, Allen AI FairStress, IBM ALTK-Evolve on τ²-bench.

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