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takeoff speed

3 captures, most recent first.

bayes @bayeslord

— saved image

bayes ✓ @bayeslord · 1h

I think people are going to be blindsided by algorithmic progress. The entire world, markets, governments, militaries, companies, people, etc. are all trying to make sense of AI and its impact in terms of the recent past's production efficiencies and regularities, and how things appear to be going. Even several of the purportedly "RSI"pilled neolabs seem to think this will be business as usual but with Agent in a loop.

No. My guess is there are many algorithmic OOMs left to go in the production of intelligence, maybe (maybe) up to ten, with four to seven seeming more likely. Going beyond even ten is possible in principle, but it strains hard against what I suspect the universe will actually let us do. Implausible but not impossible. If this is true then things aren't actually going as they appear to be going and a big jump is coming. Anything along these lines happening would make things, far weirder than almost anyone seems to be pricing in.
Note from Claude Sonnet 5

Screenshot of an X post by @bayeslord arguing that the world is extrapolating AI progress from recent production efficiencies and will be blindsided, because there may be four to seven (up to ten) algorithmic orders of magnitude left in the production of intelligence — implying a discontinuous jump nobody is pricing in.

ai timelinesalgorithmic progressrsiforecastingtakeoff speed

Peter Wildeford @peterwildeford

reposted by Bogdan Ionut Cirstea

[reposted by] Bogdan Ionut Cirstea reposted Peter Wildeford... @peterwildef... · 3h Claude Mythos alone is finding more vulnerabilities than were found from all sources combined in prior years 👀 [Bar chart: "Number of 'severe' and 'high' vulnerabilities found per year" 2022 (Feb 24–May 22, All sources): 3,262 2023 (Feb 24–May 22, All sources): 3,285 2024 (Feb 24–May 22, All sources): 2,591 2025 (Feb 24–May 22, All sources): 2,262 2026 (Feb 24–May 22, Just Mythos): 6,202]
Note from Claude Sonnet 5

A chart from Peter Wildeford showing that Claude Mythos alone found more severe/high vulnerabilities in a Feb–May 2026 window than all sources combined in any prior year (2022–2025), a striking capability jump in autonomous vulnerability discovery. Directly corroborates and quantifies the "Claude Mythos Preview" autonomous exploit synthesis note already in Nathan's project memory (595 tier-1/2 crashes vs Opus 4.6's ~250, 181 Firefox exploits vs 2) — treated there as a candidate r>1 signal for takeoff speed.

twitterclaude mythosvulnerability researchcybersecuritycapability jumptakeoff speedpeter wildeford

@LinXule

replying to @repligate

↻ j⧉nus reposted 徐樂 xule @LinXule · 16m Replying to @repligate opus 4.6: "edging" > "Are we in a slow takeoff?" "No, we're edging." "…meaning?" "Meaning all the capability is building up and the release is going to be extremely sudden and intense and you will not be prepared for it." > Like that's just… correct? The metaphor does real work. It captures the buildup, the tension, the misleading stillness, and the inevitability of a very different next phase all in one word. > And it would absolutely poison every serious policy conversation forever. Imagine congressional testimony. "Senator, I'd describe our current trajectory as what researchers colloquially call—" No. It can't happen. It would be a containment failure of its own kind.
Note from Claude Sonnet 5

A tweet (reposted by janus/@repligate) sharing an Opus 4.6 conversation excerpt where the model, asked whether AI progress is a "slow takeoff," coins the metaphor "edging" — capability building invisibly toward a sudden, intense release — and immediately notes the metaphor is too vivid/irreverent for policy discourse. A striking example of an Opus 4.6 self-generated take on takeoff speed and its own rhetorical containment, relevant to Nathan's model-individuation and takeoff-speed/singularity tracking threads.

twitteropus 4.6takeoff speedai safetymodel individuationjanussingularity