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← AI inference is going to grow enormously over the next few years.
17 connected korrents · 17 moments from 16 Jan 2015 to 19 Oct 2026.
Everything filed under AI alignment
AI alignment
Everything filed under measuring intelligence
measuring intelligence
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semiconductors
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LLMs
Everything filed under AGI
AGI 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 Same subject Read this korrent: AI inference is going to grow enormously over the next few years. AI inference is going to grow enormously over the next few years. Last stated 4 months ago
22 Jun 2026
MV
Mike Vernal — holds since 2026-06-22 — tap for who they are
Same subject: As model complexity grows, it is very likely that AI will perform even better. — tap to centre the map on it As model complexity grows, it is very likely that AI will perform even better. Last stated 2 weeks ago
19 Oct 2026
VP
Vinay Prasad — holds since 2026-10-19 — tap for who they are
Same subject: Demand for inference may be growing exponentially while GPU production can only grow linearly, and the tightening happens where those two lines cross. — tap to centre the map on it Demand for inference may be growing exponentially while GPU production can only grow linearly, and the tightening happens where those two lines cross. Last stated 5 months ago
27 May 2026
DR
Dax Raad — holds since 2026-05-27 — tap for who they are
Same subject: As AI advances, thinking philosophically about its implications will become a common job and pastime for large numbers of people. — tap to centre the map on it As AI advances, thinking philosophically about its implications will become a common job and pastime for large numbers of people. Last stated 2 months ago
24 Aug 2026
JC
Jack Clark — holds since 2026-08-24 — tap for who they are
Same subject: No one fully understands the consequences of how capable AI is becoming. — tap to centre the map on it No one fully understands the consequences of how capable AI is becoming. Last stated 2 months ago
1 Sept 2026
SA
Sam Altman — holds since 2026-09-01 — tap for who they are
Same subject: AI could potentially reach a level of capability where it can perform all aspects of mathematical problem solving, theory building, and definition formulation. — tap to centre the map on it AI could potentially reach a level of capability where it can perform all aspects of mathematical problem solving, theory building, and definition formulation. Last stated 3 months ago
26 Jul 2026
TG
Timothy Gowers — holds since 2026-07-26 — tap for who they are
Same subject: Broad deployment of AI that can learn on the job will very likely produce rapid economic growth for some period of time. — tap to centre the map on it Broad deployment of AI that can learn on the job will very likely produce rapid economic growth for some period of time. Last stated 11 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: Skepticism about artificial general intelligence arriving is warranted — tap to centre the map on it Skepticism about artificial general intelligence arriving is warranted Last stated 6 years ago
17 Jul 2020
MH
Max Hodak — no longer holds since 2020-07-17 — tap for who they are
Same subject: AI is likely to help people be smarter. — tap to centre the map on it AI is likely to help people be smarter. Last stated 3 years ago
14 May 2023
JG
John Graham-Cumming — holds since 2023-05-14 — tap for who they are
Same subject: A ban on self-recursive improvement in AI models would create a big incentive for some other parts of the world to invest a lot more in compute. — tap to centre the map on it A ban on self-recursive improvement in AI models would create a big incentive for some other parts of the world to invest a lot more in compute. Last stated a month ago
22 Sept 2026
TC
Tyler Cowen — holds since 2026-09-22 — tap for who they are
Same subject: A chip that can do nothing but low-precision dense linear algebra is enough for machine learning, even though it cannot run Chrome. — tap to centre the map on it A chip that can do nothing but low-precision dense linear algebra is enough for machine learning, even though it cannot run Chrome. Last stated 3 months ago
30 Jul 2026
JD
Jeff Dean — holds since 2026-07-30 — tap for who they are
Same subject: A computer company has to live five to ten years in the future, because a system takes three years to build, two to ramp, and is then used for a decade. — tap to centre the map on it A computer company has to live five to ten years in the future, because a system takes three years to build, two to ramp, and is then used for a decade. Last stated 3 months ago
26 Jul 2026
JH
Jensen Huang — holds since 2026-07-26 — tap for who they are
Same subject: A suitably advanced digital computer can acquire general intelligence. — tap to centre the map on it A suitably advanced digital computer can acquire general intelligence. Last stated 12 years ago
16 Jan 2015
SH
Sam Harris — holds since 2015-01-16 — tap for who they are
Same subject: A unit of measure needs defining, perhaps via a chain of increasingly hard problems, each pair of which a single model can solve. — tap to centre the map on it A unit of measure needs defining, perhaps via a chain of increasingly hard problems, each pair of which a single model can solve. Last stated 2 months ago
15 Sept 2026
PG
Paul Graham — holds since 2026-09-15 — tap for who they are
Same subject: Being able to statistically predict what someone will say does not mean you understand them. — tap to centre the map on it Being able to statistically predict what someone will say does not mean you understand them. Last stated a month ago
18 Sept 2026
CD
Cory Doctorow — holds since 2026-09-18 — tap for who they are
Same subject: A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad. — tap to centre the map on it A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad. Last stated a year ago
7 Oct 2025
MM
Mr. Money Mustache — holds since 2025-10-07 — tap for who they are
Same subject: A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail. — tap to centre the map on it A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail. Last stated 2 years ago
7 May 2024
BS
Buck Shlegeris — holds since 2024-05-07 — tap for who they are
Same subject: A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score. — tap to centre the map on it A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score. Last stated 2 months ago
26 Aug 2026
HK
Henrik Karlsson — holds since 2026-08-26 — tap for who they are
At the centre
AI inference is going to grow enormously over the next few years.
Holds Read this korrent →
As model complexity grows, it is very likely that AI will perform even better.
Holds
Demand for inference may be growing exponentially while GPU production can only grow linearly, and the tightening happens where those two lines cross.
Holds
As AI advances, thinking philosophically about its implications will become a common job and pastime for large numbers of people.
Holds
No one fully understands the consequences of how capable AI is becoming.
Holds
AI could potentially reach a level of capability where it can perform all aspects of mathematical problem solving, theory building, and definition formulation.
Holds
Broad deployment of AI that can learn on the job will very likely produce rapid economic growth for some period of time.
Holds
Skepticism about artificial general intelligence arriving is warranted
No longer holds
AI is likely to help people be smarter.
Holds
A ban on self-recursive improvement in AI models would create a big incentive for some other parts of the world to invest a lot more in compute.
Holds
A chip that can do nothing but low-precision dense linear algebra is enough for machine learning, even though it cannot run Chrome.
Holds
A computer company has to live five to ten years in the future, because a system takes three years to build, two to ramp, and is then used for a decade.
Holds
A suitably advanced digital computer can acquire general intelligence.
Holds
A unit of measure needs defining, perhaps via a chain of increasingly hard problems, each pair of which a single model can solve.
Holds
Being able to statistically predict what someone will say does not mean you understand them.
Holds
A company that uses an algorithm to nudge customers into behavior that isn't good for them is doing something bad.
Holds
A control evaluation that reports under one per cent risk should be read as several per cent, because the evaluation can itself fail.
Holds
A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score.
Holds