---
title: provenance tagged articles
canonical_url: https://phasoric.com/blog/tags/provenance
markdown_url: https://phasoric.com/blog/tags/provenance.md
---
# provenance tagged articles

- [How to Build a Private, Source-Grounded AI Research Workflow](https://phasoric.com/blog/build-private-ai-research-workflow), AI research is fast, but speed is only useful when you can inspect the evidence, reproduce the reasoning, and keep sensitive material within appropriate boundaries. A source-grounded workflow does not require blind trust in an answer.
- [AI Knowledge Provenance: Why Answers Need Evidence](https://phasoric.com/blog/ai-knowledge-provenance-and-citations), A helpful AI answer may still be impossible to verify. If a system cannot show where a claim originated, when it was valid, and which transformation produced the summary, it is hard to rely on that answer in an evolving project.