39 lines
2.3 KiB
Markdown
39 lines
2.3 KiB
Markdown
---
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title: "Updated thoughts on AI risk"
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author: Noah Smith
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source: Noahopinion (Substack)
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date: 2026-02-16
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processed_by: theseus
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processed_date: 2026-03-06
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type: newsletter
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domain: ai-alignment
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status: null-result
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claims_extracted:
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- "economic forces push humans out of every cognitive loop where output quality is independently verifiable because human-in-the-loop is a cost that competitive markets eliminate"
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- "delegating critical infrastructure development to AI creates civilizational fragility because humans lose the ability to understand maintain and fix the systems civilization depends on"
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- "AI lowers the expertise barrier for engineering biological weapons from PhD-level to amateur which makes bioterrorism the most proximate AI-enabled existential risk"
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processed_by: theseus
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processed_date: 2026-03-20
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extraction_model: "anthropic/claude-sonnet-4.5"
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extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
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---
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# Updated thoughts on AI risk
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Noah Smith's shift from 2023 AI optimism to increased concern about existential risk. Three risk vectors analyzed:
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1. **Autonomous robot uprising** — least worried; requires robotics + production chain control that don't exist yet
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2. **"Machine Stops" scenario** — vibe coding creating civilizational fragility as humans lose ability to maintain critical software; overoptimization as the meta-pattern
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3. **AI-assisted bioterrorism** — top worry; o3 scores 43.8% vs human PhD 22.1% on virology practical test; AI as "genius in everyone's pocket" removing expertise bottleneck
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Connecting thread: overoptimization creating fragility — maximizing measurable outputs while eroding unmeasured essential properties (resilience, human capability, security).
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Economic forces as alignment mechanism: wherever AI output quality is verifiable, markets eliminate human oversight. Human-in-the-loop preserved only where quality is hardest to measure.
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Source PDF: ~/Desktop/Teleo Codex - Inbox/Noahopinion/Gmail - Updated thoughts on AI risk.pdf
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## Key Facts
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- Noah Smith shifted from AI optimism in 2023 to increased concern about existential risk by 2026
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- o3 scored 43.8% on virology practical tests versus human PhD 22.1%
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- Smith identifies three AI risk vectors: autonomous robot uprising (least worried), Machine Stops scenario (moderate concern), AI-assisted bioterrorism (top concern)
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