vbdata.cn·· 4 hours agoPickScore74
Scinetics Co-founder on Value Density and Scaling Laws for AI4S
In brief
In an interview, Scinetics co-founders propose an AI4S framework built on Science Tokens and ScienceRSI, and argue that scientific value should be measured by evidence status rather than token count. In the COS enzyme design report, completed jointly by MIT, Harvard, Cambridge, HKUST and Scinetics, COS ranked first on five of six metrics: EC3 of 57.0% versus 55.3% for CodeFP, pLDDT of 79.3, and TM-score of 0.729. The designs have not yet been validated in wet experiments.
Why it matters
The article outlines Scinetics' science-native representation, recursive self-improvement and external validation loop, shown computationally via the COS evaluation.
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