Late Lessons, Jensen Huang and AI

LL2-00 digest: Acknowledgements, Preface, Ch1 Introduction, Part A introduction#

Late lessons from early warnings: science, precaution, innovation (EEA 2013). Report pp. 1–16 (PDF pp. 3–18). Full notes: notes/LL2-00.md.

Core argument#

Vol 2’s thesis is that the relationship between knowledge and power decides when societies act on early warnings (p. 7).

Key claims#

These summarise later chapters; the evidence is not shown here.

Transferable insights (technology-neutral)#

  1. Distinguish deciding under uncertainty from failing to act on strong evidence. Many lessons are the latter (pp. 9–10). Moderate.
  2. How knowledge is funded and produced is a site of power, commercial and “paradigmatic” (pp. 7, 10). Asserted here.
  3. Confident “no harm” claims held “despite evidence to the contrary” are a recurrent failure (p. 6). Asserted. The trust-erosion mechanism is unevidenced.
  4. Deployment that outpaces knowledge lets exposure accumulate first: “largely unknown, yet already widespread” (p. 10). Asserted.
  5. Persistence and vulnerable-window exposure make delay costly and long-lasting. Averages may hide those most at risk (pp. 7–8). Moderate.
  6. Delay has recurring causes, including incumbent scientific as well as corporate opposition (pp. 10–11). Moderate. The cases were selected as failures.
  7. Some producers delay or obstruct action and manufacture doubt, sometimes shaping the assessment rules themselves (p. 10; panel 7.1, p. 16). Asserted here. The “for the most part” generalisation (p. 11) goes beyond what this section shows; state actors also appear (for example the US DOE on beryllium, p. 145).
  8. Independent research and regulators matter; the same data can yield different assessments (p. 10; lesson 10; panel 4.1). Moderate.
  9. The false-alarm objection is weaker than claimed (p. 10). Suggestive. It rests on one chapter’s classification (led by editor Hansen, with Tickner), with no common denominator for the comparison.
  10. Precaution can drive innovation via substitution and alternatives (pp. 7, 10–11; lesson 7). Suggestive.
  11. Cost estimates for action and inaction can be “skewed”, and remedies for those harmed are weak; top-down regimes miss local harms and knowledge (pp. 7–8, 10–11). Asserted/suggestive.
  12. History yields “insight”, not rules (Collingwood, p. 7). This is the report’s own method, and a limit on how mechanically lessons should be applied.

Standpoint and caveats#

Later evidence#