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← Precision execution on large-scale models is a force multiplier on AI progress.
17 connected korrents · 15 moments from 11 Apr 2022 to 21 Oct 2026.
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ideas vs execution
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Anthropic
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semiconductors
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Read this korrent: Precision execution on large-scale models is a force multiplier on AI progress.
Precision execution on large-scale models is a force multiplier on AI progress.
Last stated 5 years ago
11 Apr 2022
GB
Greg Brockman — holds since 2022-04-11 — tap for who they are
Same subject: AI delivers at least 10x the value of earlier software because it does work rather than make work more efficient. — tap to centre the map on it
AI delivers at least 10x the value of earlier software because it does work rather than make work more efficient.
Last stated a year ago
26 Jun 2025
EM
Eoghan McCabe — holds since 2025-06-26 — tap for who they are
Same subject: When you want precision, you want to be in the code base; there is no point refining an interaction in a prototyping playground and then translating it over. — tap to centre the map on it
When you want precision, you want to be in the code base; there is no point refining an interaction in a prototyping playground and then translating it over.
Last stated 4 months ago
24 Jun 2026
LC
Loredana Crisan — holds since 2026-06-24 — tap for who they are
Same subject: AI capability progress in a given skill tends to arrive as a sudden phase change rather than as steady improvement. — tap to centre the map on it
AI capability progress in a given skill tends to arrive as a sudden phase change rather than as steady improvement.
Last stated 2 months ago
24 Aug 2026
JC
Jack Clark — holds since 2026-08-24 — tap for who they are
Same subject: AI progress is jagged: models are becoming superhuman at math and software engineering while remaining far weaker at intuition, creativity, and other forms of human reasoning. — tap to centre the map on it
AI progress is jagged: models are becoming superhuman at math and software engineering while remaining far weaker at intuition, creativity, and other forms of human reasoning.
Last stated 2 months ago
10 Sept 2026
NL
Nathan Lambert — holds since 2026-09-10 — tap for who they are
Same subject: The capability gap between smaller, locally-run AI models and larger models will narrow over time as compute becomes more accessible. — tap to centre the map on it
The capability gap between smaller, locally-run AI models and larger models will narrow over time as compute becomes more accessible.
Last stated 6 months ago
27 Apr 2026
JS
Jon Seager — holds since 2026-04-27 — tap for who they are
Same subject: Agentic AI is becoming almost as big a CPU story as a GPU story. — tap to centre the map on it
Agentic AI is becoming almost as big a CPU story as a GPU story.
Last stated 6 months ago
24 Apr 2026
AJ
Andy Jassy — holds since 2026-04-24 — tap for who they are
Same subject: The massive AI build-out is the right thing to be doing, and the only thing that will slow it is supply. — tap to centre the map on it
The massive AI build-out is the right thing to be doing, and the only thing that will slow it is supply.
Last stated 5 months ago
18 Jun 2026
LT
Lip-Bu Tan — holds since 2026-06-18 — 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: A benefit lies in the giver's intention, not in the thing given — tap to centre the map on it
A benefit lies in the giver's intention, not in the thing given
SE
Seneca — holds since c. 56–62 CE — tap for who they are
Same subject: A company that has become bored with the mechanics of running a business cannot succeed, regardless of its strategic success. — tap to centre the map on it
A company that has become bored with the mechanics of running a business cannot succeed, regardless of its strategic success.
Last stated 2 months ago
20 Sept 2026
BC
Bryan Cantrill — holds since 2026-09-20 — tap for who they are
Same subject: A computational discovery platform does not make a biotech fast, because the thousand other steps of drug development are still the bottleneck. — tap to centre the map on it
A computational discovery platform does not make a biotech fast, because the thousand other steps of drug development are still the bottleneck.
Last stated 2 years ago
17 Sept 2024
AT
Alex Telford — holds since 2024-09-17 — tap for who they are
Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 2 weeks ago
21 Oct 2026
PS
Peter Steinberger — holds since 2026-10-21 — 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 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — 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 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. — tap to centre the map on it
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Last stated 8 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
Same subject: A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. — tap to centre the map on it
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 2 months ago
3 Sept 2026
DR
Dax Raad — holds since 2026-09-03 — tap for who they are
Same subject: A skill is a set of repeatable, specific instructions that augments what Claude Code can do. — tap to centre the map on it
A skill is a set of repeatable, specific instructions that augments what Claude Code can do.
Last stated 8 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
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 who holds the claim — tap it for who they are
At the centre
Precision execution on large-scale models is a force multiplier on AI progress.
Last stated 11 Apr 2022 · 5 years ago
Holds Greg Brockman
Read this korrent →
Similar wording
AI delivers at least 10x the value of earlier software because it does work rather than make work more efficient.
Last stated 26 Jun 2025 · a year ago
Holds Eoghan McCabe
Similar wording
When you want precision, you want to be in the code base; there is no point refining an interaction in a prototyping playground and then translating it over.
Last stated 24 Jun 2026 · 4 months ago
Holds Loredana Crisan
Similar wording
AI capability progress in a given skill tends to arrive as a sudden phase change rather than as steady improvement.
Last stated 24 Aug 2026 · 2 months ago
Holds Jack Clark
Similar wording
AI progress is jagged: models are becoming superhuman at math and software engineering while remaining far weaker at intuition, creativity, and other forms of human reasoning.
Last stated 10 Sept 2026 · 2 months ago
Holds Nathan Lambert
Similar wording
The capability gap between smaller, locally-run AI models and larger models will narrow over time as compute becomes more accessible.
Last stated 27 Apr 2026 · 6 months ago
Holds Jon Seager
Similar wording
Agentic AI is becoming almost as big a CPU story as a GPU story.
Last stated 24 Apr 2026 · 6 months ago
Holds Andy Jassy
Similar wording
The massive AI build-out is the right thing to be doing, and the only thing that will slow it is supply.
Last stated 18 Jun 2026 · 5 months ago
Holds Lip-Bu Tan
Similar wording
As model complexity grows, it is very likely that AI will perform even better.
Last stated 19 Oct 2026 · 2 weeks ago
Holds Vinay Prasad
Same subject: ideas vs execution
A benefit lies in the giver's intention, not in the thing given
Last stated c. 56–62 CE
Holds Seneca
Same subject: ideas vs execution
A company that has become bored with the mechanics of running a business cannot succeed, regardless of its strategic success.
Last stated 20 Sept 2026 · 2 months ago
Holds Bryan Cantrill
Same subject: ideas vs execution
A computational discovery platform does not make a biotech fast, because the thousand other steps of drug development are still the bottleneck.
Last stated 17 Sept 2024 · 2 years ago
Holds Alex Telford
Same subject: OpenAI
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 21 Oct 2026 · 2 weeks ago
Holds Peter Steinberger
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 · 3 years ago
Holds Sam Altman
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 · 3 years ago
Holds Sam Altman
Same subject: Anthropic
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Last stated 19 Mar 2026 · 8 months ago
Holds Kris Puckett
Same subject: Anthropic
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 3 Sept 2026 · 2 months ago
Holds Dax Raad
Same subject: Anthropic
A skill is a set of repeatable, specific instructions that augments what Claude Code can do.
Last stated 19 Mar 2026 · 8 months ago
Holds Kris Puckett