source · blog
SITUATIONAL AWARENESS: The Decade Ahead --- Introduction
src_aschenbrenner_situational_awareness
https://situational-awareness.ai/
authors: Leopold Aschenbrenner
published: 2024-06
accessed: 2026-04-19
Notes
Self-published essay series by a former OpenAI employee; primary testimony about SF/AI-lab consensus and author's own forecasts. Slightly above blog prior (0.35) because author has direct insider access to frontier lab thinking, but claims are forecasts/opinion rather than measured.
Intake provenance
- method
- httpx
- tool
- afls-ingest/0.0.1
- git sha
- 4d098737f648
- at
- 2026-04-19T20:54:37.601033Z
- sha256
- 91f920236879…
Evidence from this source (5)
- weight0.70
method: modeled_projection · locator: Introduction, opening paragraph
“By the end of the decade, American electricity production will have grown tens of percent”
- weight0.85
method: expert_estimate · locator: Table of Contents, Section IV summary
“The USG will wake from its slumber, and by 27/28 we'll get some form of government AGI project. No startup can handle superintelligence.”
- weight0.90
method: expert_estimate · locator: Table of Contents, Section I summary
“AGI by 2027 is strikingly plausible. GPT-2 to GPT-4 took us from ~preschooler to ~smart high-schooler abilities in 4 years.”
- weight0.90
method: expert_estimate · locator: Table of Contents, Section II summary
“Hundreds of millions of AGIs could automate AI research, compressing a decade of algorithmic progress (5+ OOMs) into ≤1 year.”
- weight0.75
method: primary_testimony · locator: Introduction, opening paragraphs
“the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans.”