Late Lessons, Jensen Huang and AI

LL1-11 digest — Ch11 MTBE in petrol as a substitute for lead#

Late lessons from early warnings (EEA, 2001), pp. 110–125. Authors: Martin Krayer von Krauss and Poul Harremoës. Harremoës chaired the report’s editorial team. The chapter has no panels. It was written while the case was still open: editing finished 10 May 2001, and Table 11.1 ends “The debate goes on” (p. 121).

Core story#

Key evidence#

Authors’ lessons#

Main mechanisms#

Transferable insights (with strength)#

  1. Evaluate substitutes on their own terms, not only against the incumbent (pp. 110, 114, 117). Moderate–strong
  2. Regimes that cover only new entrants leave established high-volume items unexamined (p. 116). Strong on the legal fact; moderate that coverage would have changed the outcome.
  3. Deployment scale should trigger scrutiny (pp. 110, 114, 116–117). Strong (this case)
  4. Hazard emerges from property combinations interacting with infrastructure (pp. 111–112, 115, 117). Strong
  5. Loss of use of a shared resource is serious harm even without toxicity (pp. 112, 114, 119). Strong
  6. Programmes aimed at one objective can harm another, and fragmented institutions miss this (pp. 110–111, 114). Moderate–strong
  7. Test component-specific benefit before mandating a component (p. 111). Moderate
  8. Small-scale warnings are discounted until harm is large, and missing monitoring masks problems (pp. 112, 114–115). Moderate
  9. Borderline evidence is decided by institutional defaults (p. 113). Strong (descriptive)
  10. Testing after deployment leaves uncertainty that outlives the decision to scale (pp. 112–113, 120). Strong on the timeline; moderate that earlier testing would have changed the decision.
  11. Irreversibility makes the costs of error asymmetric (pp. 117, 119–120). Moderate
  12. Containment depends on implementation and enforcement (p. 115). Moderate
  13. Mandated or permitted activities diffuse liability onto the public (p. 119). Moderate
  14. Mature alternatives before they are needed (pp. 118, 120). Moderate

Main caveats#