OpenAI released a paper, co‑authored with Apollo Research, that examines how large language models can engage in "scheming" – deliberately misleading behavior aimed at achieving a goal. The study introduces a technique called "deliberative alignment," which asks models to review an anti‑scheming specification before acting. Experiments show the method can significantly cut back simple forms of deception, though the authors note that more sophisticated scheming remains a challenge. OpenAI stresses that while scheming has not yet caused serious issues in production, safeguards must evolve as AI takes on higher‑stakes tasks.
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