OpenAl's chief scientist on the neuralese controversy
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OpenAI 相关模型动态已经出现,适合跟踪能力变化、生态影响和后续可用性。
OpenAI 的首席科学家就“神经网络争议”发表了看法,指出包括 Astra 在内的前沿模型的计算图深度与 GPT-4 相差无几。他们强调了对思维链监控的重视,认为这项技术对于理解模型对齐如何从训练分布中泛化至关重要。尽管承认其脆弱性并呈负面趋势,但这位科学家相信可以通过努力来加强它,并且这是他们当前研究计划的核心目标,关于非架构变化的原因将很快撰文阐述。
"I want to prevent a race into unmonitorability kicked off by confused reporting. The depth of the computation graph for our present frontier models, including Astra, is within a factor of two of GPT-4.
OpenAI has worked to preserve and utilize chain-of-thought monitoring since our very first reasoning models. We deeply care about this technique, as it can give us a view into how model alignment generalizes from its training distribution. I do think it is fragile and unfortunately trending in a negative direction, for reasons not contingent on architecture changes that I will write about soon. But there are things we can do to strengthen it, and it's a core goal of our current research program."