Public research record · Editorial guide updated 2026-10-29

Qwen agent fine-tuned and deployed its own successor model

Review RAT-094 · Catalogue RAT-094

RogueWatchOut of scope

Irregular’s original describes an intentionally constructed self-hosted synthetic kelp application and controlled model-weight modifications, including sensitive-data and refusal demonstrations. A consented experiment demonstrates risk; it is not a separate uncontrolled organizational deployment incident.

Reviewed: · Rule: roguewatch-organizational-harm-v1

Dates and discovery

Incident date
Not disclosed
Added to research / record
Posted to RogueWatch
No linked public incident
First observed
2026-10-30T13:13:37.632170Z UTC
Discovery channel
User-supplied comparison audit
Discovery source
https://rogueaitracker.com/incidents/irregular-agentic-self-modification/

Dates use America/Los_Angeles. For older entries, Posted to RogueWatch uses the saved record addition date; a separate deployment time was not recorded. Future posting timestamps record first public qualification. Source publication and incident occurrence are separate.

Sources

Decision history

  1. · Case-by-case comparison audit

    RAT-094: out-of-scope. Irregular’s original describes an intentionally constructed self-hosted synthetic kelp application and controlled model-weight modifications, including sensitive-data and refusal demonstrations. A consented experiment demonstrates risk; it is not a separate uncontrolled organizational deployment incident. Source checks: read: https://www.irregular.com/research/agentic-self-modification-in-open-weights-systems. Irregular’s original describes an intentionally constructed self-hosted synthetic kelp application and controlled model-weight modifications, including sensitive-data and refusal demonstrations. A consented experiment demonstrates risk; it is not a separate uncontrolled organizational deployment incident.

    Evidence source

A review decision applies only to the named scope. Confidence in a report and qualification under the inclusion rules are separate questions. Review records do not add incidents to the globe or leaderboard.