Tag

#provenance

Posts tagged with provenance

2 posts

MCP agent verification workflow that checks each answer against the tool call that produced it, not just whether the fact is correct.

Engineering • Sep 29, 2026 •11 min read

MCP Agent Verification That Proves Every Claim's Source

MCP agent verification grades each claim's source, not just truth. The decision grid, provenance binding, and eval additions catch wrong-source answers.

#mcp #agent-evaluation +4

AI text watermarking embeds a keyed statistical signal into machine-generated text so provenance can be verified later, the core technique this Python guide builds and stress-tests.

Guides • Sep 06, 2026 •12 min read

AI Text Watermarking in Python, Three Families Tested

Hands-on AI text watermarking in Python: how the three families work, what survives copy-paste, edits, and paraphrasing, and when to watermark or detect.

#text-watermarking #ai-detection +3