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What I learned from failed manipulation experiments

2026-08-05 · In preparation

Machine-translated and reviewed

A note for organizing lessons learned from failed manipulation experiments.

  • Separate registry and placement issues.
  • Prefer recorded browser / physical / task outcomes over reward or successful jobs.
  • Settle the task contract, Go/No-Go criteria, and verification evidence before implementation.

Details will be added after personal review before publication.