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Leopold Aschenbrenner
Leopold AschenbrennerAuthor of "Situational Awareness" (2024), which argues AGI by 2027 is strikingly plausible; former OpenAI superalignment researcher.
OPEN

I make the following claim: it is strikingly plausible that by 2027, models will be able to do the work of an AI researcher/engineer.

Situational Awareness · Jun 4, 2024 · source · archived snapshot

Admitted by the site's editor alone — Seeded by the site owner at launch; single-operator admission (ADR-0012).

Normalized claim
By 2027 AI models will be able to do the work of an AI researcher or engineer.
Confidence
medium (55%)
Deadline
due Dec 31, 2027
Resolution rule
Hit if by end of 2027 at least one frontier lab publicly reports that AI systems carry out the end-to-end work of an AI research engineer with humans only reviewing. Miss otherwise.
Crowd vote
Vote to see the crowd.
Your call

Locked at the deadline. No odds, no money — just your record.

More from Leopold Aschenbrenner

AGI by 2027 is strikingly plausible. GPT-2 to GPT-4 took us from ~preschooler to ~smart high-schooler abilities in 4 years. Tracing trendlines in compute (~0.5 orders of magnitude or OOMs/year), algorithmic efficiencies (~0.5 OOMs/year), and "unhobbling" gains (from chatbot to agent), we should expect another preschooler-to-high-schooler-sized qualitative jump by 2027.

OPEN

We're on the path to individual training clusters costing $100s of billions by 2028, requiring power equivalent to a small/medium US state.

OPEN