Error Correction
2 articles about error correction.
The Echo Chamber of Error Correction - Use a Separate Validation Pipeline
·2 min read
When an agent validates its own work, it uses the same reasoning that produced the error. A separate validation pipeline with different assumptions catches
validationerror-correctionai-agentsmonitoringreliability
Unsupervised Error Correction as the Agent Threshold
·2 min read
The threshold between a tool and an agent is not intelligence or autonomy. It is unsupervised error correction - the ability to detect and fix its own
ai-agentserror-correctionautonomythresholdintelligence
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