reliability

October 7, 2026

• Clockwork raises $31 million to reduce lost GPU training time

  Clockwork is selling recovery from GPU-cluster failure, not another model. Its LinkPass and TorchPass products target the expensive gap between a failed node and a useful resumed run.

  $31M new funding28.5% to 10.3% reported goodput loss4,096 GPU cluster in the test

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