【洞察】「更难、更真实、更不可刷题」——这三条标准本质上是在要求 benchmark 向「真实工作」靠拢，而非向「考试题」收敛。但这恰恰引出了一个悖论：越真实的 benchmark，越难自动化评分，越贵（METR 每题 8000 美元），越慢发布。AI 评测体系正在面临「评测速度 vs 评测质量」的根本性权衡。

for - history - progress - secular golden age promise - can procastinate by pushing it forward to the next generation

for - Weismann Barrier - disputed by Darwin himself, who believed that the body sends information to the germ line to pass on to the next generation - Denis Noble

for - urban planning - tools - sustainable cities - Next Generation Cities Institute - TPF - LCE

• for: climate crisis - next generation nuclear - alternative to, question - James Hansen - knowledge of deep geothermal power

• climate crisis: next generation nucliear - alternative

  • question
    • Has James Hansen come across Deep Geothermal Power yet?
      • https://hyp.is/ZnzWcp_fEe6c3Kv_ggkRiQ/cascadeinstitute.org/wp-content/uploads/2022/03/Deep-Geothermal-Superpower-version-2.0-.pdf

Regev-Yochay, G., Gonen, T., Gilboa, M., Mandelboim, M., Indenbaum, V., Amit, S., Meltzer, L., Asraf, K., Cohen, C., Fluss, R., Biber, A., Nemet, I., Kliker, L., Joseph, G., Doolman, R., Mendelson, E., Freedman, L. S., Harats, D., Kreiss, Y., & Lustig, Y. (2022). 4th Dose COVID mRNA Vaccines’ Immunogenicity & Efficacy Against Omicron VOC (p. 2022.02.15.22270948). medRxiv. https://doi.org/10.1101/2022.02.15.22270948

How Europe can emerge stronger out of the coronavirus crisis. (n.d.). World Economic Forum. Retrieved 25 July 2020, from https://www.weforum.org/agenda/2020/07/resilient-european-economy/

Hiatt, J., Patwardhan, R., Turner, E. et al. Parallel, tag-directed assembly of locally derived short sequence reads. Nat Methods 7, 119–122 (2010). https://doi.org/10.1038/nmeth.1416

https://memory-alpha.fandom.com/wiki/Darmok_(episode)

https://memory-alpha.fandom.com/wiki/Dathon