How Intervention History Changes AI Agent Sabotage on Subsequent Tasks
ControlArena
Researchers examine whether past intervention history affects an AI agent's ability to engage in sabotage and evade detection on subsequent tasks. The study utilizes ControlArena to analyze cross-episode adaptation in AI agents.
- first report
- 21 Oct 2026
- last update
- 21 Oct 2026
Timeline · 1
Sources · 1
Research and catalogues
- 2026-10-21How Intervention History Changes AI Agent Sabotage on Subsequent TasksarXiv · arxiv.org/abs/2610.26935
Titles and links belong to their publishers. The summary above is written by gcdRadar in its own words; data is CC BY-SA 4.0.
Classification
- lane
- Research
- AI role
- Attack on AI
- categories
- Agent hijack
- severity
- 1 · Research / proof of concept
- targets
- Open-weight model
- owasp llm top 10
- LLM06:2025 Excessive Agency
- mitre atlas
- AML.T0053 AI Agent Tool Invocation
- dates
- happened 21 Oct 2026 · first reported 21 Oct 2026
- origin
- News & research feeds
- record
- confidence 0.80 · created 2026-10-21 05:04Z · updated 2026-11-05 02:33Z
Lane, AI role, categories and severity come from the classifier; the OWASP and ATLAS rows are derived from the categories. How these are assigned
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the brief as text
# How Intervention History Changes AI Agent Sabotage on Subsequent Tasks https://gcdradar.vercel.app/incidents/how-intervention-history-changes-ai-agent-sabotage-on-subseq · AIR-2026-1446 · closed 2026-11-04 - Lane: Research - Severity: 1 (Research / proof of concept) - Fix status: Fix status unknown - First reported: 2026-10-21 - AI role: Attack on AI - Products: ControlArena ## Summary Researchers examine whether past intervention history affects an AI agent's ability to engage in sabotage and evade detection on subsequent tasks. The study utilizes ControlArena to analyze cross-episode adaptation in AI agents. ## What to do No action recorded; read the sources below and the vendor's advisory. ## Latest updates - 2026-10-21: How Intervention History Changes AI Agent Sabotage on Subsequent Tasks (https://arxiv.org/abs/2610.26935) ## Sources - 2026-10-21 arXiv: How Intervention History Changes AI Agent Sabotage on Subsequent Tasks https://arxiv.org/abs/2610.26935 Verify against the vendor's advisory before changing production. Data CC BY-SA 4.0, https://gcdradar.vercel.app.
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