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OpenAI and the Long Horizon of Models: What Iterative Safety Teaches Us

OpenAI and the Long Horizon of Models: What Iterative Safety Teaches Us

Friends, I’d like to share an important update from the world of AI and safety.

OpenAI said that, during limited internal use of its model for long-horizon tasks, it uncovered new failures that standard tests did not reveal.

What they did next:
• paused access;
• built new evaluations based on real incidents;
• strengthened alignment and end-to-end monitoring;
• added more control and visibility for users.

Why it matters: the longer a model operates autonomously, the more important it is to test not just individual actions, but the entire scenario.

Do you think pre-deployment testing alone is enough today?

#AI #OpenAI #cybersecurity #AIalignment

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min read 1 20.07.2026
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OpenAI and the Long Horizon of Models: What Iterative Safety Teaches Us

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