1 of 839 assessed items
Autonomy TOWARD 57

Cognition runs Fable 5 inside Devin for eight-hour autonomous engineering

Cognition reported that Fable 5 could work for eight hours unattended inside Devin while making real engineering progress, versus earlier models drifting after minutes or roughly an hour. Some Fable-backed capabilities were already in product: Devin could monitor production or Slack, enter issues without being tagged, and independently triage incidents.

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Short answers to common questions about the page, its evidence, and the limits of what DoomBench claims.

What qualifies for the evidence ledger?

An item needs a verifiable publication date, an accessible source, a direct connection to the scenarios DoomBench tracks, and enough substance to support a reasoned assessment.

What do Toward and Away mean?

Toward items add pressure in the direction of severe AI outcomes. Away items record evidence of improved control, resilience, governance, or other developments that reduce that pressure.

Can an evidence assessment change?

Yes. Better sources, corrections, or changed context can produce a new revision. DoomBench retains the audit trail and recomputes the chronology without hiding the prior judgment.

Is the evidence ledger complete?

No evidence catalogue can guarantee total coverage. DoomBench searches systematically, states its scope, preserves failed-run status, and welcomes credible missing sources rather than presenting partial discovery as completeness.