aiBACKGROUND
Common-Witness Certificates and Sharp Feature Bounds for Counterfactual Image Au
BACKGROUND
1 SIGNALFIRST DETECTED 5 September 2026
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How the story developed
5 Sept
Common-Witness Certificates and Sharp Feature Bounds for Counterfactual Image Auditing
REPORT · WHAT · ArXiv CS.AI
Other feeds and industry voices
10 Apr
CAFP: A Post-Processing Framework for Group Fairness via Counterfactual Model Averaging
arXiv:2604.07009v1 Announce Type: new Abstract: Ensuring fairness in machine learning predictions is a critical challenge, especially when models are deployed in sensitive domains
REPORT · WHEN · ArXiv CS.AIOPEN STORY
17 Oct
ClaimScope: Label-Blind Witness Verification for Mathematical Claim Auditing
arXiv:2610.21581v1 Announce Type: new Abstract: Mathematical agents are commonly evaluated by answer accuracy or proof acceptance. We introduce ClaimScope, a 72-task benchmark for
REPORT · WHAT · ArXiv CS.AIOPEN STORY
24 Aug
No Judgment Without a Reason: Counterfactual Receipts for Versioned AI Evaluators
arXiv:2608.20938v1 Announce Type: new Abstract: Evaluators often produce correct labels via flawed reasoning, a critical failure for agentic systems gating actions, routing
REPORT · HOW · ArXiv CS.AIOPEN STORY
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ArXiv CS.AI
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