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Google open-sources Harness²: agents that rewrite their own harness on unseen tasks, with frozen weights and no labels

Google Cloud AI Research just open-sourced Harness², a framework that improves an agent without touching the model. Instead of fine-tuning, the agent rewrites its own harness: prompts, tools, memory, skills and orchestration. The core idea is a contrastive Propose-Probe-Compose step. The agent runs…

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Timeline · 5 reports

  1. 2026-10-20 17:15 · Unite.AI
    Google Open-Sources TorchTPU, Putting Native PyTorch on Its TPUs
  2. 2026-10-20 15:27 · r/machinelearningnews
    Google just open-sourced TorchTPU, a native PyTorch backend for TPUs (52% MFU on Qwen 3 8B)
  3. 2026-10-20 15:22 · MarkTechPost
    Google Open-Sources TorchTPU, a Native PyTorch Backend for Cloud TPUs
  4. 2026-10-18 22:33 · r/LocalLLaMA
    Google Open Sources Harness2 for Self Improving AI Agents
  5. 2026-10-18 08:25 · r/machinelearningnews
    Google open-sources Harness²: agents that rewrite their own harness on unseen tasks, with frozen weights and no labels

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