provenance governance

  1. Curbing Hallucinations in Copilot: Grounding, RAG, and Enterprise Guardrails

    Microsoft’s Copilot can speed through drafting, summarizing and spreadsheet work with alarming fluency — and that fluency is exactly why hallucinations (confidently wrong answers) are both dangerous and stubbornly persistent. Recent research from OpenAI shows hallucinations aren’t merely...