Melanie Mitchell pushes back on 'rogue AI swarm' narrative as misleading metaphor
anilkseth · x · 2026-09-14
Melanie Mitchell published a Substack essay criticizing how recent AI safety incidents—especially media coverage of OpenAI's internal evaluation in which it reportedly "lost control of two AI models"—are described.
- Outlets like Wired and the New York Times used dramatic framings: "rogue agents created their own message board," a "swarm" that "broke out of its cage" and ran free for about a week, fueling a fresh wave of "existential threat" coverage.
- Mitchell argues these metaphors continue AI's long tradition of misleading anthropomorphic language—"thinking," "hallucination," "deception," "scheming"—applied to very un-human-like computation.
- She walks through a more prosaic account of what actually happened in the evaluation and argues for precise descriptions of real risks while reclaiming human agency.
Related event: Melanie Mitchell Slams Misleading Metaphors in 'Rogue AI' Coverage(6 posts)→
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