Late Lessons, Jensen Huang and AI

LL2-28 — Ch28 In conclusion (digest)#

Late lessons from early warnings (EEA 2013), pp. 670–684. No named authors: an EEA editorial synthesis that appears (by inference) to draw heavily on Ch 26 (Grandjean), Ch 27 (Gee) and Ch 15 (floods), and explicitly on van den Hove et al. (2012). No panels or dissent. Memorials to Masazumi Harada (p. 683) and Poul Harremoës (p. 684) follow the chapter; annexes and the index come after.

Core argument#

Since 2001, technology adoption has sped up while governance has stayed static. Warnings are “still not being heeded”, harm is found at ever lower exposures, and polluters still do not pay (p. 670). The cases share four features: pathway decisions “made by a few people on behalf of many”, no mechanisms to respond to warnings, misleading prices, and poor accounting across types of capital (p. 671).

The chapter sets out three opportunities (pp. 671–672): 1. Rebalance economic capital against social, human and natural capital through precaution, prevention and polluter-pays. 2. Broaden evidence and public engagement in choosing innovation pathways. 3. Build resilient, adaptive governance.

Six findings follow. The closing section on “governance of innovation and innovation in governance” (p. 680) admits that all of this remains “good intentions” until it is institutionalised.

Key evidence and claims#

Main mechanisms#

Evidentiary asymmetry, with the evidence standard treated as an ethical choice; moving-target technology; capital, monopoly, price and decision lock-in; interest-shaped cognition without bad faith; research-agenda path dependence; frame-induced blind spots; suppression of dissent; regrettable substitution; justice lag; institutional forgetting.

Transferable insights (technology-neutral)#

  1. Moving target. Evidence matures more slowly than the technology changes (p. 672). Suggestive: asserted without a worked example.
  2. Evidentiary asymmetry. Strong proof is demanded for harm but weak proof accepted for safety; absence of evidence is read as evidence of absence (pp. 674–675). Strong.
  3. Harm expansion. Confirmed hazards broaden, and the doses of concern fall (p. 672). Strong for the named agents; moderate as a general prior (selection).
  4. Asymmetric error costs. Under irreversibility, favour provisional action plus research (p. 673). Moderate: a sound conditional with untested premises.
  5. Dominance breeds lock-in, and artificially cheap incumbents suppress alternatives (p. 673). Moderate.
  6. Uncertainty can be manufactured to delay action (p. 675). Strong for documented cases.
  7. Research attention is path-dependent, and development funding dwarfs hazard research (pp. 675, 679). Moderate on direction; the magnitude is unsourced.
  8. Frames create blind spots, ending in “effective denial” (p. 677). Moderate.
  9. Opaque expert divergence and funding bias (p. 677). Moderate–strong.
  10. Regrettable substitution (p. 676). Strong.
  11. Early warnings from outside the research establishment are dismissed via unexamined expert assumptions (p. 675). Moderate. Per Ch 5 (p. 105), Harada was himself at first among the experts who dismissed the Minamata mother.
  12. A few decide for many (pp. 671, 678). Moderate.
  13. Justice lags harm by decades (p. 679). Strong; the no-fault remedy is suggestive.
  14. Post-crisis vigilance decays (p. 680). Moderate: closely paraphrased from Ch 15 on floods (p. 360); the extension to all hazards is asserted.
  15. Diversity of options preserves exit and resilience (p. 673). Moderate.

Main caveats#