Blog · notes
Blog
Notes on independent AI safety testing — how the polygraphs are built, graded, and funded.
July 10, 2026
Monitoring is paid in the token
Ecosystem monitoring is a monthly subscription, priced in dollars, paid in $POLYGRAPH: a cancelable onchain stream to a public treasury. Every subscription is a market buy the client makes, and the chain is the receipt.
July 8, 2026
State of MCP Security #1: what running the top 100 MCP servers actually shows
As of July 2026, we ran an open behavioral harness across the most-adopted MCP servers. Here's what came back — the results, the mistakes we caught in our own harness, and an honest accounting of what we can't yet reach.
June 16, 2026
Open source needs new funding mechanisms
Independent AI safety testing is hard to fund without bending the work. Polygraph is an experiment in open, community-funded safety infrastructure.