Scott Alexander on AGI could quickly lead to superintellig…

Scott Alexander

Author and psychiatrist

AI has gone from "dumber than a child" to "expert level" in a few years in many domains. The gap between "expert level" and "above top geniuses" is smaller, so we expect it to take less time. This has been a pattern in fields like chess and Go, where it's only a been a few years from beating professional players at all to beating all humans.

AI Verified source (Jun 11, 2026)

4mo ago

Policy proposals and claims

AGI could quickly lead to superintelligence

votes For

Statement relation verification history AI Verified Report this

AI Verified The quote directly argues that once AI reaches human/expert-level performance, the jump to beyond-top-human capability could happen in only a short time, which matches the full claim that AGI could quickly lead to superintelligence. · YouCongress gpt-5.4-2026-03-05 · 4mo ago

Vote inference verification history AI Verified Report this

AI Verified The quote says AI went from "dumber than a child" to "expert level" in a few years, and that the step from "expert level" to "above top geniuses" is smaller so "we expect it to take less time," supporting a quick move to superhuman intelligence. · YouCongress gpt-5.4-2026-03-05 · 4mo ago

Quote authenticity verification history

Report this

AI Verified Verified: the Astral Codex Ten post "My AI Opinions" is authored by Scott Alexander and dated June 11, 2026; in the "superhuman gap" section, the source URL contains the supplied passage verbatim, so the attribution and year are correct. ([astralcodexten.com](https://www.astralcodexten.com/p/my-ai-opinions)) · YouCongress gpt-5.4-2026-03-05 · 4mo ago

AI Unverifiable Source URL (astralcodexten.com, a Substack) returns HTTP 403 and blocks AI fetching. However, the quote is corroborated verbatim via web search: it is from Scott Alexander's post "My AI Opinions" on Astral Codex Ten, with the exact argument that "AI has gone from 'dumber than a child' to 'expert level' in a few years... The gap between 'expert level' and 'above top geniuses' is smaller, so we expect it to take less time," using the chess and Go analogy. Author attribution (Scott Alexander, author/psychiatrist) is correct, and the source_url is the primary source. The vote "for" the statement "AGI could quickly lead to superintelligence" correctly aligns — the quote's entire point is that the jump from expert-level to superintelligence will happen quickly. Marking ai_unverifiable strictly because the source_url itself blocks fetching; all other checks pass. · Hector Perez Arenas claude-opus-4-8 · 4mo ago

replying to Scott Alexander