Late Lessons, Jensen Huang and AI

LL2-A2 — Digest: Annex 2, overview of Late lessons from early warnings vol. 1 (2001)#

Late lessons from early warnings: science, precaution, innovation, EEA Report No 1/2013, pp. 701–716 (PDF 703–718). Full notes: notes/LL2-A2.md.

What it is#

An unsigned, 16-page recap of the fourteen vol. 1 case studies. It has three parts:

The parts date from different years, and the annex doesn’t say so. The chronologies stop in 2001 and Table A2.1 is from 2009. The summaries were at least edited for 2013: one cites the 2013 volume’s Chapter 3 (p. 712). There are no panels. Some authors were actors in their own cases: Infante’s 1977 benzene study (p. 705) and Farman’s 1985 ozone-hole paper (p. 708).

Core argument#

The premise is that innovation is outpacing our ability to predict its consequences, while human interventions grow in scale (p. 701). The stated aim is lessons “particularly in terms of providing information and identifying early warnings”. The cases were chosen “where sufficient is now known”, and judged by “the spirit of the times” rather than hindsight (p. 701).

Table A2.1 reports the “years of substantial inaction” between first warning and effective action (p. 702). These are selected rows, the shortest and longest. Across the 13 cases other than fisheries, the median is about 40 years.

Case Years
TBT 5–30
BSE 10–17
Radiation 65
Benzene 81
Asbestos 101
PCBs c. 100
Fisheries “hundreds”

Key evidence#

The authors’ own lessons#

Much of the advocacy works through framing: titles, the “inaction” label, entries like “At last” (p. 716).

Main mechanisms#

Transferable insights (strength)#

  1. Delays of decades between warning and action are common, but their length depends on how “warning” and “action” are defined (p. 702). Moderate.
  2. Separate delays in knowing from delays in responding (pp. 705, 709, 712, 714). Strong.
  3. The first harm recognised is often not the largest, and harms spread (pp. 704, 706, 707, 709, 711, 714). Strong.
  4. Risk estimates tend to rise over time, and “safe” thresholds recede (pp. 704, 705, 715). Moderate.
  5. The standard of proof chosen governs timing (pp. 705–715). Moderate–strong.
  6. Proving a cause doesn’t guarantee a remedy when the fix is costly (p. 713). Suggestive–moderate.
  7. Adopting a rule is not the same as reducing risk (pp. 706, 708, 710, 713, 715, 716). Strong.
  8. Substitutes can carry hazards that could have been known in advance (pp. 708, 712). Moderate.
  9. Scrutinise claimed benefits, not just risks (pp. 704, 709). Moderate.
  10. Knowledge of a hazard often sits unused inside organisations (pp. 705, 707, 712). Moderate.
  11. Warnings often come from outside expert circles (pp. 703, 704, 706, 710, 713). Moderate.
  12. Monitoring is a precondition for any warning (pp. 704, 707, 713, 714). Moderate–strong.
  13. Precaution can be claimed without being practised (pp. 702, 703, 713). Moderate.
  14. Vivid harms to organised groups speed up action (pp. 708, 709, 714, 716). But the 1977 US aerosol ban preceded observed harm, and the 1952 London smog drew only “modest remedies” (pp. 708, 711). Suggestive–moderate.
  15. Action works, but recovery is slow (pp. 702, 703, 706, 708, 713). Strong.
  16. Acting against current expert advice can carry real economic costs, and possibly costs to legitimacy (p. 715). Moderate for cost; suggestive for legitimacy; one case.
  17. Reassurance erodes trust (p. 716). Asserted.

Main caveats#