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Safety and alignment in an era of long-horizon models

OpenAI LLM Agents 2026-07-20

TL;DR - OpenAI outlines safety and alignment lessons from deploying long-running AI models. Longer task horizons introduce new failure modes, making iterative deployment and safeguard refinement increasingly important.

  • Focuses on risks specific to models operating autonomously for extended periods.
  • Draws on observed deployment failures rather than only hypothetical concerns.
  • Reports that safeguards were improved iteratively as new issues emerged.
  • The provided summary does not specify individual failures or safeguard mechanisms.

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