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Showing results for "HITL"
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Safe Delegation: Planning vs Execution Separation
Create a delegation pattern where the AI plans but humans execute high-risk steps. Include how to structure instructions, confirmations, and evidence requirements.
Tags:
delegation,
planning,
execution,
HITL,
risk-control
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Uncertainty Calibration: When to Say ‘I’m Not Sure’
Design a calibration approach: confidence estimation, abstention policies, escalation to human, and how to test calibration. Include UI patterns that communicate uncertainty responsibly.
Tags:
uncertainty,
calibration,
abstention,
HITL,
UX
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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