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OpenAI Shares Real Failure Lessons From Running Long-Horizon AI Agents
OpenAI·Sunday, 26 July 2026
OpenAI published new safety and alignment findings from deploying long-running AI models — agents that work on tasks over extended periods, not just single responses. The report describes new safety risks they observed, specific failures that happened, and the improved safeguards they built through iterative deployment.
Why It Matters
If you're building or using AI agents, understanding what actually goes wrong in the real world is more valuable than any tutorial.
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