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teleo-codex/inbox/archive/2026-03-02-noahopinion-superintelligence-already-here.md
m3taversal 72c7b7836e theseus: extract 6 claims from 4 Noah Smith (Noahopinion) articles 
- What: 6 new claims + 4 source archives from Phase 2 extraction
- Sources: "You are no longer the smartest type of thing on Earth" (Feb 13),
  "Updated thoughts on AI risk" (Feb 16), "Superintelligence is already here,
  today" (Mar 2), "If AI is a weapon, why don't we regulate it like one?" (Mar 6)
- New claims:
  1. Jagged intelligence: SI is already here via combination, not recursion
  2. Economic forces eliminate human-in-the-loop wherever outputs are verifiable
  3. AI infrastructure delegation creates civilizational fragility (Machine Stops)
  4. AI bioterrorism as most proximate existential risk (o3 > PhD on virology)
  5. Nation-state monopoly on force requires frontier AI control
  6. Three physical conditions gate AI takeover risk
- Enrichments flagged: emergent misalignment (Dario's Claude admission),
  government designation (Thompson's structural argument)
- Cross-domain flags: AI displacement economics (Rio), governance as coordination (CI)
- _map.md updated with new Risk Vectors (Outside View) section

Pentagon-Agent: Theseus <845F10FB-BC22-40F6-A6A6-F6E4D8F78465>
2026-03-06 14:24:54 +00:00

1.8 KiB
Raw Blame History

title author source date processed_by processed_date type status claims_extracted
Superintelligence is already here, today Noah Smith Noahopinion (Substack) 2026-03-02 theseus 2026-03-06 newsletter complete (13 pages)
AI is already superintelligent through jagged intelligence combining human-level reasoning with superhuman speed and tirelessness which means the alignment problem is present-tense not future-tense
three conditions gate AI takeover risk autonomy robotics and production chain control and current AI satisfies none of them which bounds near-term catastrophic risk despite superhuman cognitive capabilities

Superintelligence is already here, today

Noah Smith's argument that AI is already superintelligent via "jagged intelligence" — superhuman in aggregate but uneven across dimensions.

Key evidence:

  • METR capability curve: steady climb across cognitive benchmarks, no plateau
  • Erdos problems: ~100 transferred from conjecture to solved
  • Terence Tao: describes AI as complementary research tool that changed his workflow
  • Ginkgo Bioworks + GPT-5: 150 years of protein engineering compressed to weeks
  • "Jagged intelligence": human-level language/reasoning + superhuman speed/memory/tirelessness = superintelligence without recursive self-improvement

Three conditions for AI planetary control (none currently met):

  1. Full autonomy (not just task execution)
  2. Robotics (physical manipulation at scale)
  3. Production chain control (self-sustaining hardware/energy/infrastructure)

Key insight: AI may never exceed humans at intuition or judgment, but doesn't need to. The combination of human-level reasoning with superhuman computation is already transformative.

Source PDF: ~/Desktop/Teleo Codex - Inbox/Noahopinion/Gmail - Superintelligence is already here, today.pdf