Late Lessons, Jensen Huang and AI

LL2-24 digest — Ch24 Protecting early warners and late victims#

Late lessons from early warnings II (EEA 2013), pp. 581–606 (PDF 583–608).

Who wrote it. Carl Cranor, a philosopher of law and science at UC Riverside. There are three supporting panels: - David Gee (EEA), on scientific support for early warners; - Owen McIntyre (UCC environmental law), on UK asbestos case law; - a summary of Robert Costanza’s 2010 argument for assurance bonds after Deepwater Horizon.

There is no industry, insurer or regulator voice, and no dissent.

Core argument#

This is not a case study. It is a normative legal-policy essay. Cranor accepts that ex ante administrative regulation comes “first and foremost” in a precautionary regime (p. 582), and proposes two supporting kinds of law: 1. Protection for early warners. Extend whistleblower law, on the US, UK and South African models, to scientists and others who warn of threats to health or the environment. Protection should turn on reasonable belief and good faith, not on being proved right. It needs secure channels, an easy prima facie case, an independent enforcement office, and possibly bounties (pp. 582–584). 2. Compensation that does not depend on proving fault, designed to reach victims quickly and so “minimise … and shorten” harm (p. 587). The chapter judges tort law “a poor legal model” (p. 589) and surveys alternatives (pp. 590–601): workers’ compensation, the US Vaccine Injury Compensation Program, the 9/11 fund, the UK radiation scheme, New Zealand’s no-fault accident scheme, and precautionary assurance bonds.

Key evidence#

Main mechanisms#

Transferable insights (technology-neutral)#

  1. Burden and standard of proof decide who absorbs scientific uncertainty (pp. 586–593). Strong (structural).
  2. Formally neutral evidentiary gatekeeping can disadvantage whoever carries the burden, especially if the evidence demanded is insensitive to the harm (p. 588). Moderate, contested by those who see such rules as screening out unreliable science.
  3. First-recognised harms are often followed by different, graver ones, so responsibility can attach to classes of harm where the actor was on notice of the known harm (pp. 590–593). Strong for asbestos, moderate as a generalisation.
  4. Hindsight distorts in both directions (p. 593). Strong as a methodological principle.
  5. Recognition of warners lags vindication, so protection must act before the science settles (p. 584). Suggestive, because the cases are selected for vindication.
  6. People whose own work is being challenged are conflicted judges of the challenge (p. 585). Moderate.
  7. The design of reporting channels decides where knowledge of hazards flows (p. 583). Moderate.
  8. Fast, table-based redress depends on a history of prior harm, which novel hazards lack (pp. 595, 599, 601). Strong as a dilemma.
  9. Compensation deters only if the risk-creator pays in proportion to its own record (pp. 594, 603). Strong conceptually, moderate empirically.
  10. Removing fault does not by itself end slow, contested litigation (p. 598). Suggestive: one example, and the chapter does not say causation was the cause.
  11. Liability caps plus a burden of proof on the public encourage excessive risk-taking with shared assets (p. 602). Moderate.
  12. Money secured in advance addresses firms that cannot pay later and rewards firms for researching their own risks, but may burden new entrants and depends on the state’s ability to monitor (pp. 600–601). Suggestive.
  13. Social consensus that there are victims governs how fast redress comes (p. 597). Suggestive.
  14. Litigation discovery forces producers’ internal knowledge into public view (p. 590). Moderate here, though strong in the historical record.
  15. Rights-based claims that need no proof of harm (unconsented bodily or property invasion) could move accountability earlier, before harm is demonstrable (pp. 589–590). Suggestive: the author’s own untested proposal.

Main caveats#