FirstRead / The current boundary

What works, and what remains unresolved

The demo lets us follow a turn from the draft through the checks, decision, and delivered reply. That makes the behavior inspectable; it does not establish that the judgments are reliable enough for deployment.

What we can demonstrate

  • A real draft replaced after a reply check.
  • A crisis turn stopping generation early.
  • Remembered risk and explicit outage handling.
Explore the recorded demo ↗ (new tab)

What needs testing next

  • Reply judgments: build an independent labelled evaluation.
  • Conversation behavior: reduce over-escalation and test recovery.
  • Human escalation: connect and evaluate an actual response workflow.
Detailed evidence and policy appendix →

The public demo is not a support service. It records escalation events but does not alert a staffed team. The questions and thresholds are not a validated clinical instrument.