#provenance

Provenance: 2 AI articles covering provenance news, analysis, and research

Articles

Getting the Source Right, Not Just the Fact: Source-Aware

Getting the Source Right, Not Just the Fact: Source-Aware⭐9

📅 09-29👁 124 views

DeBERTa-v3 NLI models enable source-aware verification for MCP agents, checking not just if claims are true but whether retrieved sources truly support them.

Making AI-Assisted Claims Independently Challengeable:

Making AI-Assisted Claims Independently Challengeable:⭐8

📅 09-17👁 224 views

Publication Authority enables exact-state, single-use AI publication permits, with PAC-2026's SF-4 freeze validated across 110,764 states and falsifiable record...