Anthropic 生物学发布遭冷思考：新酶系统仅在大肠杆菌中表达验证
有人泼冷水了：Anthropic 说的这个新酶系统，目前只在大肠杆菌里表达过一次，原理都没搞清，但思路确实有意思。
Anthropic 宣布用模型在生物学数据中发现了一套新的酶系统，但评论者 iScienceLuvr 指出该结果仍处于非常早期的阶段。目前唯一的实验验证只是将该酶系统在大肠杆菌中表达，其工作原理尚不清楚。这条评论认为该发布真正展示的是 LLM 的一种用途：自动化地从生物学数据中挖掘异常发现，用于规模化生成假设。
Okay my take on the Anthropic bio announcement:
It's very cool and people should be excited!
but it's also very very very preliminary!
They discovered a new enzyme system but the basically don't know anything about how it works.
The only real lab experiment they've done is just express it in E coli...
Imo this announcement speaks to a broader idea of how LLMs can be used to accelerate biological discoveries: automating the process of finding something unexpected and unusual in biological data to scale up discoveries and hypothesis generation.
