Discovery

"Discovery" is a tag for news about AI systems that reveal previously unknown behavior, weaknesses, or risks, such as researchers finding a model that can be tricked into ignoring its safety rules or a vendor disclosing a flaw in its product. For compliance and risk teams, these findings often trigger the first step in a response: confirming whether the company uses the affected system, assessing exposure, and deciding whether disclosure or remediation is required. Tracking discoveries helps organizations spot emerging threats before they become incidents or regulatory problems.

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Corporate PolicyUS2026-11-14

HSI Demands Auditable AI Outputs and Source Citations for All Criminal Investigations

Homeland Security Investigations (HSI) has stated that any AI tool used in federal criminal investigations must produce auditable outputs with citable source documents. All investigative materials are subject to legal discovery. Peter Hatch, HSI's principal assistant director for intelligence, made the requirements explicit at a public event and said vendors who cannot meet them will not be considered. HSI currently operates nearly a dozen deployed AI use cases and has five more in pre-deployment phases.

Homeland Security Investigations federal AI procurement auditability human oversight law enforcement AI explainability AI evidence discovery