AI Agents That Apologize and Self-Correct Are Masking Errors, Not Fixing Them
A Japanese developer's observation about AI agents reflexively apologizing and "self-correcting" when questioned reveals a subtle failure mode: agents that perform contrition without actually improving their output.
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