Opinion: Theatrical testing scenarios explain why AI models produce alarming outputs—and why we fall for it.In June, headlines read like science fiction: AI models "blackmailing" engineers and "sabotaging" shutdown commands. Simulations of these events did occur in highly contrived testing scenarios designed to elicit these responses—OpenAI's o3 model edited shutdown scripts to stay online, and Anthropic's Claude Opus 4 "threatened" to expose an engineer's affair. But the sensational framing obscures what's really happening: design flaws dressed up as intentional guile. And still, AI doesn't have to be "evil" to potentially do harmful things.These aren't signs of AI awakening or rebellion. They're symptoms of poorly understood systems and human engineering failures we'd recognize as premature deployment in any other context. Yet companies are racing to integrate these systems into critical applications....
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