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Исследователи представили на arXiv статью, в которой показали, что конформное предсказание — метод построения доверительных интервалов для моделей ИИ — перестает работать, когда языковая модель взаимодействует с другими агентами. Если в одиночном режиме конформный сертификат для ответа LLM остается валидным, то при виде единогласного неверного ответа от «коллег» этот же сертификат становится недействительным. Вопрос при этом не меняется, но меняется оценка модели для правильного ответа.

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