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Notes from the bench.

What we are learning while building robots that practice, test their own work and reset for the next attempt.

· 9 min read The Cost of the Next Attempt Robots need a practical way to learn from physical work: knowing whether an attempt succeeded, understanding what happened during contact, and preparing the world for another try. We are designing a manufacturing workcell around that cycle. Read