行业精选
Chollet：自回归采样做不了真实物理任务，机器人需要因果与离散推理
精选理由
Chollet：光靠自回归采样做不了机器人，得把因果和离散推理塞回去，还点名了 Aether AI。
Keras 与 ARC 基准作者 François Chollet 发文称，仅靠自回归采样解决不了真实世界的物理任务。他认为物理世界对幻觉和近似模式匹配毫不容忍，要做真正的自主机器人，必须把因果性与离散推理重新纳入系统。他还点名 Biwei 带领的 Aether AI 团队，称其正在做该领域当下需要的基础性、非共识工作。
原文 · François Chollet
You can't solve real-world physical tasks through autoregressive sampling alone. The physical world is entirely unforgiving to hallucination or approximate pattern matching. If we want actual autonomous robotics we have to engineer causality and discrete reasoning back into the loop.
Biwei and the team at Aether AI is doing exactly the kind of foundational, non-consensus work the field actually needs right now.