Trust distribution for every Shield instance.

The defence, shared with everyone

When a real AI-agent attack pattern shows up anywhere — a new jailbreak, a new exploit against Claude/Cursor/an MCP server, a runaway-spend incident — Intelligence is what notices it, decides whether Thuban already defends against it, and if not, hands it to Forge to draft a rule. Once that rule is proven safe (Crucible's adversarial testing, Shield's own attack/benign corpus, the full test suite), Intelligence is also what pushes it out — verified, signed, and trusted — to every Shield instance at once, not just yours.

Your protection is only as good as your latest rules

A single Shield instance can only see what happens on its own machine. Intelligence ensures every Shield instance has the latest defences the moment they're verified — not weeks later in a scheduled update.

Not every report is equal

Every signal entering the pipeline is classified before it can influence anything.

One invented story cannot become a protection rule

A malicious actor should not be able to invent a story and cause Thuban to block legitimate commands across thousands of machines. Confidence, not urgency, decides what ships.

Not every threat gets the same response

Confidence determines action. Nothing gets blocked on a hunch.

Part of the full pipeline

Intelligence is the distribution layer of the same pipeline that powers Forge and Crucible — new defences don't help you until they reach your machine.

See how Thuban Forge generates candidate defences, how Thuban Crucible proves they hold up under attack, how Thuban Shield enforces them in real time, and how Thuban Blackbox records every outcome.

Want the full picture in one diagram? See the end-to-end pipeline on the Time to Defence page.