Microsoft Prepares to Put Gigawatts of Its Chips in Data Centers41m ago Dystopian and dehumanising: that’s what it felt like when I was interviewed by an AI assistant44m ago 48 hours to TechCrunch Disrupt 2026 — hear directly from the people building what’s next45m ago ChatGPT vs. Claude vs. Gemini for Data Science Work: Here’s What I Found45m ago Beyond the AI noise: How Stack Overflow is rethinking tech hiring45m ago Spotify More Than Doubled Monthly Code Changes as AI Accelerated Development48m ago Burnham accepts Brexit result ‘legitimate’ despite Russian interference, says No 10 – UK politics live50m ago Cyber-attack like OpenAI Medicare breach ‘seems likely’ in UK, says minister52m ago Flex Adds Factory-Built AI Modules to Modular Data Center Portfolio1h ago AI Agents Can't Tell Instructions From Data—And Authentication Won't Fix That1h ago What in the World1h ago DeepSeek Backs Ex-Tencent AI Scientist’s $400 Million Robot Lab1h ago Flexcompute Secures Strategic Investment for Physics World Model1h ago Agentic AI Governance: When Approved Software Turns Agentic1h ago

Microsoft Prepares to Put Gigawatts of Its Chips in Data Centers41m ago Dystopian and dehumanising: that’s what it felt like when I was interviewed by an AI assistant44m ago 48 hours to TechCrunch Disrupt 2026 — hear directly from the people building what’s next45m ago ChatGPT vs. Claude vs. Gemini for Data Science Work: Here’s What I Found45m ago Beyond the AI noise: How Stack Overflow is rethinking tech hiring45m ago Spotify More Than Doubled Monthly Code Changes as AI Accelerated Development48m ago Burnham accepts Brexit result ‘legitimate’ despite Russian interference, says No 10 – UK politics live50m ago Cyber-attack like OpenAI Medicare breach ‘seems likely’ in UK, says minister52m ago Flex Adds Factory-Built AI Modules to Modular Data Center Portfolio1h ago AI Agents Can't Tell Instructions From Data—And Authentication Won't Fix That1h ago What in the World1h ago DeepSeek Backs Ex-Tencent AI Scientist’s $400 Million Robot Lab1h ago Flexcompute Secures Strategic Investment for Physics World Model1h ago Agentic AI Governance: When Approved Software Turns Agentic1h ago

AI Research LLM & Text Generation8 min reading time

Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents

Hugging FacePublished 13 days ago

Read the full article

ProvenanceGuard is a new verification method for Model Context Protocol (MCP) agents that ensures claims in AI-generated answers are attributed to the correct source, preventing errors from source conflation. It checks if the supporting evidence matches the source named or implied in the answer, addressing a gap in existing fact-checking tools.

#factuality-verification #model-context-protocol #multi-source-reasoning #provenance-guard #provenance-tracking

More in AI Research

AI Research15 min read

Import AI 476: Creativity and RSI; worse-than-China open weight models; AI goes to space

Import AI2h ago

AI Research10 min read

Five Possible Back-Doors into LLM Search Results

Unite.AI2h ago

AI Research1 min read

Narrow Multimodal Fine-Tuning Can Induce Emergent Misalignment

LessWrong1d ago