PERSISTENT RISK MEMORY FOR AGENTS
MemoryGuard remembers risk across sessions, stops only the work that depends on it, and requires valid evidence and human review before recovery.
Public video & evidence. Workbench access requires operator credentials.
The process restarts. The risk remains.
A READY draft is not permission to execute. The model cannot sign or move funds.
THE SAFETY LOOP
Trusted risk persists in Sibyl across processes. Instruction-like external text is quarantined as data.
Risk blocks related tasks and their dependents. Unrelated tasks can continue under their own valid conditions.
Resolve each blocker with current evidence and a distinct reviewer role. Explicit reconsideration creates a new decision.
SEE THE COMPLETE STORY
Synthetic casework demonstration. The service-restart sequence is continuous.
Download video ↓FOLLOW THE EVIDENCE
See the recorded results, read the implementation, or open the operator workspace.
IN THE DEMO
Sibyl stores business memory. Base Sepolia records a testnet audit anchor. Virtuals / Otto completed a real 0.01 USDC news purchase: job 77243, delivered and buyer-accepted on Base mainnet. External news cannot override a risk decision. View the receipt ↗