Prediction Errors
2 articles about prediction errors.
Building an Agent Journal That Catches Its Own Lies by Tracking Prediction Errors
·9 min read
How tracking the delta between what an AI agent predicts will happen and what actually happens creates a self-correcting feedback loop - with concrete journal entry formats, implementation code, and real failure examples.
agent-memoryprediction-errorsself-verificationdesktop-agentai-reliability
Give Your AI Agent a North Star Instead of a Task List
·2 min read
AI agents work better with a north star goal and decision logging than with rigid task lists. Learn how prediction error learning helps agents improve over
ai-agentmemorydecision-loggingprediction-errorsnorth-stargoals
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