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AI isn’t close to curing cancer. This startup says it knows what it will take.
AI治癌盲目乐观？这家创业公司直言现有模型缺数据，戳破药物研发九成失败率的残酷现实。
It's the data, stupid.
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Are brain waves the next unlock for physical AI?
脑波技术能否破解机器人数据瓶颈？OpenAI前研究员给出前沿观点
Forget YouTube videos—frontier physical AI models need multiple camera angles, dense annotation, and soon, brain wave readings.
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Form Before Data: The Real Bottleneck for Physical AI
物理AI的真正瓶颈不在海量数据，而在“形式”设计——先形后数，重塑具身智能的思考框架。
Article URL: https://adlrocha.substack.com/p/adlrocha-form-before-data-the-real Comments URL: https://news.ycombinator.com/item?id=48617124 Points: 2 …
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Generating Pretraining Tokens from Organic Data for Data-Bound Scaling
LLM预训练正从算力受限转向数据受限，这篇论文探讨如何从有机数据生成预训练token来突破规模瓶颈。
arXiv:2605.17849v1 Announce Type: cross Abstract: LLM pretraining is shifting from a compute-bound to a data-bound regime, where available human (orga…