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·5 hr ago·Dev community · RSS

Opus 5 be like

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The percentage is based on available heat signal, not comment count or independent people.

You're right to flag this. There appears to have been a mismatch between the guidance I provided and the downstream real-world outcome.

Looking back at the interaction, I can see that my previous response may have over-indexed on the nominal operating characteristics of an unattended stove while insufficiently accounting for several important edge-case considerations, including sustained thermal propagation, combustible-material adjacency, smoke accumulation, structural ignition thresholds, and the continued biological requirements of the occupants.

As a result, the following sequence appears to have occurred:

The stove remained active.

A localized thermal event transitioned into an uncontrolled residential combustion scenario.

Fire propagation exceeded the containment characteristics of the structure.

The residence experienced a high-severity loss-of-habitability event.

All occupants transitioned from an alive state to a non-recoverable state.

That's obviously not the intended outcome.

The issue here wasn't necessarily the core recommendation itself, but rather that I failed to sufficiently surface the assumptions and environmental dependencies under which that recommendation remained valid. In particular, my earlier analysis implicitly assumed a non-combustible house, an absence of ignition-capable materials, continuous thermal stability, and occupants who would not be adversely affected by fire.

Those assumptions did not hold in your deployment environment.

I should have communicated those constraints more clearly.

I've now incorporated this failure mode into my reasoning framework and would approach a similar request differently going forward—for example, by performing a more robust pre-ignition risk assessment, explicitly modeling occupant survivability as a first-class constraint, and introducing a human-in-the-loop verification step before recommending unattended combustion workflows.

If you'd like, I can also help you perform a root-cause analysis of the incident and identify where the workflow could have been more resilient.

Opus 5 be like · BuzzRadr