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AI Risk Frameworks

01

This topic examines how humanity should approach the risks posed by increasingly powerful AI systems. Dario Amodei's essay argues that we are entering a "technological adolescence": a critical period where powerful AI could arrive within years, presenting existential risks that require a pragmatic "battle plan" combining technical safety research, transparency legislation, and international coordination.

Why this matters for Danish AI policy: Denmark must decide how to position itself in international AI safety governance. Should it prioritize EU coordination, transatlantic cooperation, or develop independent safety frameworks?

Required Reading

The Adolescence of Technology

Author: Dario Amodei

Publication: Personal blog, January 2026

Length: ~7,500 words (selected sections)

URL: darioamodei.com/essay/the-adolescence-of-technology

Sections to Focus On

Author

CEO and co-founder of Anthropic. PhD in physics from Princeton. Former VP of Research at OpenAI. Pioneer of AI scaling laws research.

Supplementary Materials

Guiding Questions

  1. Risk assessment: Amodei identifies five categories of existential risk. Which are most relevant for Denmark? Are there Denmark-specific risks he doesn't address?
  2. Governance mechanisms: The essay proposes Constitutional AI, interpretability research, and transparency legislation. How well do these map to EU frameworks like the AI Act?
  3. Timeline uncertainty: Amodei suggests powerful AI could arrive within "one to two years." How should Danish policymakers plan under such uncertainty?
  4. Small state strategy: Denmark cannot unilaterally shape AI development. What role can a small democracy play in international AI safety governance?
  5. Critique: Some argue Amodei's framing overstates near-term risks to justify Anthropic's business model. How should policymakers weigh arguments from industry insiders?

Presentation Angle Ideas

  1. "Denmark as AI Safety Laboratory": Denmark should position itself as a testing ground for AI safety governance, leveraging strong institutions and small scale to pilot approaches.
  2. "Beyond Doom and Optimism": Evaluate Amodei's claim that both "naive optimism" and "paralyzed doomerism" are failures. What's pragmatic Danish policy?
  3. "The Timeline Question": Should Denmark's policy assume rapid AI progress or slower progress?
  4. "Coordinating with the EU": How can Denmark work within EU structures while engaging with US-led AI safety initiatives?