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Applied AI·September 2, 2026·1 min read

OpenAI’s new reasoning technique alarms AI safety experts

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Recurrent depth in Astra — reasoning outside fixed sequential passes — is a qualitative shift in how models think, which is why safety experts are nervous. If you’re considering next-gen reasoning models, budget extra time for evals and red-teaming; you can’t assume your current test harness captures new failure modes.

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‘If we don’t like it, we’ll kill it. If we love it, we’ll marry it’: We were dreaming about ChatGPT thousands of years before it existed — here's how ancient myths shaped the AI we’re building today

The stories we tell about AI—servant, oracle, monster—quietly set user expectations and risk tolerance before any product spec is written. If you're deploying AI into consumer or employee workflows, align your narrative with the actual failure modes you can manage, not the myth you're unconsciously reenacting.