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11 AUGUST 2026 · NEXUS WORKS

Co Learning Session

Agent loops, and why "the agent says it's done" means nothing. We played Don't Trust Done: real-looking agent transcripts on screen, teams bet ship or loop on each one, points for calling it right. The rounds were built from real failure patterns, tests the agent graded itself, migrations that "ran without errors" nobody verified, completion signals fired early. The takeaway wrote itself. A stop condition the agent controls is not a stop condition.

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Co Learning Session at Nexus Works, 11 August 2026