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model drift
Blog
Q&A: An AI Loss of Control “Warning Shot”
How might you lose control of a system as complex as a frontier AI model? In this month's newsletter, we speak to the authors of IST's newest report diving into the risk of AI Loss of Control – that is, models diverging from authorized constraints, to the extent that a human operator can no longer prevent or constrain undesired outcomes - and presenting a framework for mitigation.
AI
,
AI Loss of Control
,
artificial intelligence
,
deception
,
model drift
,
risk reduction
,
scheming
February 19, 2026
Report
AI Loss of Control Risk: Indications & Warning
Though technologists and policymakers alike are eager to address AI Loss of Control–a state in which an AI system diverges from authorized constraints–there are significant gaps in the ways stakeholders understand, anticipate, and perceive this risk. "AI Loss of Control Risk" proposes applying the Indications & Warning (I&W) methodology used by the intelligence community to monitor this risk.
AI
,
AI Loss of Control
,
artificial intelligence
,
deception
,
model drift
,
risk reduction
,
scheming
February 19, 2026
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