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← Going all in on AI is not the highest-return strategy for human…
17 connected korrents · 16 moments on record from 12 Aug 2023 to 1 Sept 2026.
Everything filed under AI alignment
AI alignment
Everything filed under dementia
dementia
Everything filed under OpenAI
OpenAI
Everything filed under AGI
AGI
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market efficiency
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energy
In tension Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject Same subject
Read this korrent: Going all in on AI is not the highest-return strategy for human flourishing, even if AI does produce rapid scientific advances.
Going all in on AI is not the highest-return strategy for human flourishing, even if AI does produce rapid scientific advances.
Last stated a year ago
2 Aug 2025
JT
Jacob Trefethen — holds since 2025-08-02 — tap for who they are
In tension: Managing the transition to a world with abundant and powerful AI should be one of the highest priorities in the world. — tap to centre the map on it
Managing the transition to a world with abundant and powerful AI should be one of the highest priorities in the world.
Last stated a week ago
1 Sept 2026
SA
Sam Altman — holds since 2026-09-01 — tap for who they are
Same subject: Rapid AI progress does not automatically produce rapid medical progress; without complementary investment, people still get cancer and Alzheimer's. — tap to centre the map on it
Rapid AI progress does not automatically produce rapid medical progress; without complementary investment, people still get cancer and Alzheimer's.
Last stated a year ago
2 Aug 2025
JT
Jacob Trefethen — holds since 2025-08-02 — tap for who they are
Same subject: AI research is on a good trajectory overall — good for science and good for society — and existential concerns will only become relevant in the distant future. — tap to centre the map on it
AI research is on a good trajectory overall — good for science and good for society — and existential concerns will only become relevant in the distant future.
Last stated 3 years ago
12 Aug 2023
YB
Yoshua Bengio — holds since 2023-08-12 — tap for who they are
YB
Yoshua Bengio — no longer holds since 2023-08-12 — tap for who they are
Same subject: Scaling up spending on expert human data has not been a major driver of progress in AI research. — tap to centre the map on it
Scaling up spending on expert human data has not been a major driver of progress in AI research.
Last stated 4 weeks ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: Even the most advanced AI cannot be followed blindly in investing, where value added is zero-sum and what is widely known is therefore worth little. — tap to centre the map on it
Even the most advanced AI cannot be followed blindly in investing, where value added is zero-sum and what is widely known is therefore worth little.
Last stated 3 months ago
10 Jun 2026
RD
Ray Dalio — holds since 2026-06-10 — tap for who they are
Same subject: There are few clear-cut cases in biopharma today where buying an AI system is obviously worth it. — tap to centre the map on it
There are few clear-cut cases in biopharma today where buying an AI system is obviously worth it.
Last stated 2 years ago
14 Oct 2024
DL
Derek Lowe — holds since 2024-10-14 — tap for who they are
Same subject: A company can treat AI as a way to grow and do more or as a cost-cutting exercise, and the growth reading is the better one. — tap to centre the map on it
A company can treat AI as a way to grow and do more or as a cost-cutting exercise, and the growth reading is the better one.
Last stated 11 months ago
16 Oct 2025
DF
Dylan Field — holds since 2025-10-16 — tap for who they are
Same subject: An end-to-end self-improving AI is probably possible, but it is not even desirable, because it is a hard-takeoff scenario. — tap to centre the map on it
An end-to-end self-improving AI is probably possible, but it is not even desirable, because it is a hard-takeoff scenario.
Last stated a year ago
23 Jul 2025
DH
Demis Hassabis — holds since 2025-07-23 — tap for who they are
Same subject: AI labs will bifurcate into specialities rather than each trying to be good at everything, the way people choose a speciality. — tap to centre the map on it
AI labs will bifurcate into specialities rather than each trying to be good at everything, the way people choose a speciality.
Last stated 8 months ago
8 Jan 2026
JH
Jensen Huang — holds since 2026-01-08 — tap for who they are
Same subject: About half of all dementia is preventable, and most of that preventable half is Alzheimer's disease and vascular dementia. — tap to centre the map on it
About half of all dementia is preventable, and most of that preventable half is Alzheimer's disease and vascular dementia.
Last stated 2 months ago
20 Jul 2026
TW
Tommy Wood — holds since 2026-07-20 — tap for who they are
Same subject: Alzheimer's disease and dementia are not the same thing: a fifth to a third of people whose brains carry the pathology never became demented. — tap to centre the map on it
Alzheimer's disease and dementia are not the same thing: a fifth to a third of people whose brains carry the pathology never became demented.
Last stated 2 weeks ago
24 Aug 2026
MH
Masud Husain — holds since 2026-08-24 — tap for who they are
Same subject: Alzheimer's pathology in the brain does not settle whether a person has dementia: the nuns' brains were full of plaques and tangles while they went on functioning normally. — tap to centre the map on it
Alzheimer's pathology in the brain does not settle whether a person has dementia: the nuns' brains were full of plaques and tangles while they went on functioning normally.
Last stated 2 months ago
13 Jul 2026
AC
Alan Castel — holds since 2026-07-13 — tap for who they are
Same subject: A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests. — tap to centre the map on it
A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests.
Last stated 2 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact. — tap to centre the map on it
A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact.
Last stated 7 months ago
12 Feb 2026
AK
Andrej Karpathy — holds since 2026-02-12 — tap for who they are
Same subject: Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. — tap to centre the map on it
Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers.
Last stated 2 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated. — tap to centre the map on it
A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated.
Last stated 3 months ago
4 Jun 2026
AI
Alex Imas — holds since 2026-06-04 — tap for who they are
Same subject: A language model is no substitute for a well-specified conventional algorithm, so it cannot simply be dropped into a complex problem and trusted. — tap to centre the map on it
A language model is no substitute for a well-specified conventional algorithm, so it cannot simply be dropped into a complex problem and trusted.
Last stated a year ago
7 Jun 2025
GM
Gary Marcus — holds since 2025-06-07 — tap for who they are
in tension same subject or similar wording a cloud: claims about one subject, named for it bar: when it was last stated, on a scale from 2015 to today — full is today a face: someone on record holding the claim — tap it for who they are faded, dashed ring: they no longer hold it — they changed their mind
At the centre
Going all in on AI is not the highest-return strategy for human flourishing, even if AI does produce rapid scientific advances.
Last stated 2 Aug 2025 · a year ago
Holds JT Jacob Trefethen
Read this korrent →
In tension with
Managing the transition to a world with abundant and powerful AI should be one of the highest priorities in the world.
Last stated 1 Sept 2026 · a week ago
Holds Sam Altman
Similar wording
Rapid AI progress does not automatically produce rapid medical progress; without complementary investment, people still get cancer and Alzheimer's.
Last stated 2 Aug 2025 · a year ago
Holds JT Jacob Trefethen
Similar wording
AI research is on a good trajectory overall — good for science and good for society — and existential concerns will only become relevant in the distant future.
Last stated 12 Aug 2023 · 3 years ago
No longer holds Yoshua Bengio
Similar wording
Scaling up spending on expert human data has not been a major driver of progress in AI research.
Last stated 11 Aug 2026 · 4 weeks ago
Holds RG Ryan Greenblatt
Similar wording
Even the most advanced AI cannot be followed blindly in investing, where value added is zero-sum and what is widely known is therefore worth little.
Last stated 10 Jun 2026 · 3 months ago
Holds Ray Dalio
Similar wording
There are few clear-cut cases in biopharma today where buying an AI system is obviously worth it.
Last stated 14 Oct 2024 · 2 years ago
Holds DL Derek Lowe
Similar wording
A company can treat AI as a way to grow and do more or as a cost-cutting exercise, and the growth reading is the better one.
Last stated 16 Oct 2025 · 11 months ago
Holds DF Dylan Field
Similar wording
An end-to-end self-improving AI is probably possible, but it is not even desirable, because it is a hard-takeoff scenario.
Last stated 23 Jul 2025 · a year ago
Holds DH Demis Hassabis
Similar wording
AI labs will bifurcate into specialities rather than each trying to be good at everything, the way people choose a speciality.
Last stated 8 Jan 2026 · 8 months ago
Holds JH Jensen Huang
Same subject: dementia
About half of all dementia is preventable, and most of that preventable half is Alzheimer's disease and vascular dementia.
Last stated 20 Jul 2026 · 2 months ago
Holds TW Tommy Wood
Same subject: dementia
Alzheimer's disease and dementia are not the same thing: a fifth to a third of people whose brains carry the pathology never became demented.
Last stated 24 Aug 2026 · 2 weeks ago
Holds MH Masud Husain
Same subject: dementia
Alzheimer's pathology in the brain does not settle whether a person has dementia: the nuns' brains were full of plaques and tangles while they went on functioning normally.
Last stated 13 Jul 2026 · 2 months ago
Holds AC Alan Castel
Same subject: OpenAI
A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests.
Last stated 18 Mar 2024 · 2 years ago
Holds Sam Altman
Same subject: OpenAI
A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact.
Last stated 12 Feb 2026 · 7 months ago
Holds Andrej Karpathy
Same subject: OpenAI
Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers.
Last stated 18 Mar 2024 · 2 years ago
Holds Sam Altman
Same subject: AGI
A country outside the AI supply chain should just buy the index — which works only in the world where AI ends up commoditised rather than concentrated.
Last stated 4 Jun 2026 · 3 months ago
Holds AI Alex Imas
Same subject: AGI
A language model is no substitute for a well-specified conventional algorithm, so it cannot simply be dropped into a complex problem and trusted.
Last stated 7 Jun 2025 · a year ago
Holds GM Gary Marcus