【局限】模型无法追踪个体工人，只能提供粗略的就业市场变化图景，这一重要局限性意味着模型无法捕捉AI对特定人群的差异化影响，政策制定者需谨慎使用。

for - multi-scale competency architecture - groups of individuals coalesce into an individual at a higher level - SOURCE - Youtube - Bioelectric fields: A Paradigm Shift in Biology - Michael Levin - 2025, Jan

• for: individual / collective gestalt, Deep Humanity, superorganism, multi-level superorganism, major evolutionary transition, MET, cognitive light cone, umwelt

• paraphrase

  • a human being certainly has a light cone that does not belong to any of its pieces (ie cells)
  • at the conscious level of a human being, we have
    • goals
    • preferences
    • hopes
    • dreams
    • narratives
  • humans occupy spaces that do not belong to our individual cells, tissues or organs
    • those smaller parts work in
      • physiological space
      • transcriptional space
      • biomolecular space
  • When we were an embryo we worked in morphogenetic space

• comment

  • Since MET implies that these smaller structures of which we are constituted like
    • cells and
    • sub-cellular structures like mitochondria
  • were descended from individual organisms long ago in deep history, those contemporary proxies are occupying their own umwelt

• for: superorganism, multi-level superorganism, collective intelligence, individual-collective gestalt, Michael Levin,

• title: Cell Intelligence in Physiological and Morphological Spaces

• author: Michael Levin
• date 2022
• comment
  • This is a talk on collective intelligence in unconventional spaces

• Julian Huxley's biology work was to lay the seed of
  • how one individual organism transforms over many generations
    • into a new higher-level individual organism
  • he called this the "movement of individuality"
  • It has also come to be known as
    • major transitions
    • major evolutionary transition (MET)
    • evolutionary transitions in individuality
  • grandson of Thomas Huxley
  • brother of Aldous Huxley (Brave New World)
  • wrote The Individual in the Animal Kingdom (1912)
  • advocated for closed, independent systems with harmonious parts
  • endorsed gradients of individuality
  • "closure is never complete, the independence never absolute, the harmony never perfect"

Blais, J., Babchishin, K. M., & Hanson, R. K. (2021). Improving our Risk Communication: Standardized Risk Levels for BARR-2002R. PsyArXiv. https://doi.org/10.31234/osf.io/2xr3m

Lockdown Accounting. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved August 1, 2020, from https://covid-19.iza.org/publications/dp13397/

Working with Census microdata. (n.d.). Retrieved July 31, 2020, from https://walker-data.com/tidycensus/articles/pums-data.html

Bordalo, P., Coffman, K. B., Gennaioli, N., & Shleifer, A. (2020). Older People are Less Pessimistic about the Health Risks of Covid-19 (Working Paper No. 27494; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27494

Arpino, B., Bordone, V., & Pasqualini, M. (2020). Are intergenerational relationships responsible for more COVID-19 cases? A cautionary tale of available empirical evidence [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/y8hpr