Tap a claim on the ring to put it at the centre.
← Tinkerers are always at the edge of knowledge because they use the latest tools and parts to build things.
14 connected korrents · 14 moments from 1 Jan 2020 to 14 Aug 2026.
Everything filed under innovation
innovation
Everything filed under OpenAI
OpenAI
Everything filed under scaling laws
scaling laws
Everything filed under LLMs
LLMs
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Read this korrent: Tinkerers are always at the edge of knowledge because they use the latest tools and parts to build things.
Tinkerers are always at the edge of knowledge because they use the latest tools and parts to build things.
Last stated a year ago
1 Oct 2025
NR
Naval Ravikant — holds since 2025-10-01 — tap for who they are
Same subject: A company's edge comes from discovering valuable unknown truths, because knowing what others do not is what lets you do what others cannot. — tap to centre the map on it
A company's edge comes from discovering valuable unknown truths, because knowing what others do not is what lets you do what others cannot.
Last stated 2 months ago
14 Aug 2026
TK
Travis Kalanick — holds since 2026-08-14 — tap for who they are
Same subject: Some knowledge is needed to get over the obstacles AI tools run into. — tap to centre the map on it
Some knowledge is needed to get over the obstacles AI tools run into.
Last stated 4 months ago
16 Jun 2026
BW
Brett Williams — holds since 2026-06-16 — tap for who they are
Same subject: Technological capability has to be practised to be kept: a country that stops making something forgets how. — tap to centre the map on it
Technological capability has to be practised to be kept: a country that stops making something forgets how.
Last stated 2 years ago
6 Apr 2025
DW
Dan Wang — holds since 2020-01-01 — tap for who they are
MH
Molson Hart — holds since 2025-04-06 — tap for who they are
Same subject: Everyone, however experienced, is just scratching the surface of these AI tools and still figuring out how to use everything at their disposal. — tap to centre the map on it
Everyone, however experienced, is just scratching the surface of these AI tools and still figuring out how to use everything at their disposal.
Last stated 4 months ago
16 Jun 2026
BW
Brett Williams — holds since 2026-06-16 — tap for who they are
Same subject: It always helps to have knowledge one layer below your abstraction, because you get closer to reality. — tap to centre the map on it
It always helps to have knowledge one layer below your abstraction, because you get closer to reality.
Last stated 8 months ago
19 Feb 2026
NR
Naval Ravikant — holds since 2026-02-19 — tap for who they are
Same subject: "Lots of anonymous people worked it out by trial and error" is never the real story of an invention: on closer investigation, identifiable people always turn out to be responsible. — tap to centre the map on it
"Lots of anonymous people worked it out by trial and error" is never the real story of an invention: on closer investigation, identifiable people always turn out to be responsible.
Last stated 3 years ago
25 Oct 2023
AH
Anton Howes — holds since 2023-10-25 — tap for who they are
Same subject: A business can have market fit, real advantages, and sustained effort behind a hard product and still fail if it doesn't give customers a strong enough reason to switch from what they already use. — tap to centre the map on it
A business can have market fit, real advantages, and sustained effort behind a hard product and still fail if it doesn't give customers a strong enough reason to switch from what they already use.
Last stated 4 months ago
2 Jun 2026
JJ
Justin Jackson — holds since 2026-06-02 — tap for who they are
Same subject: A capability existing is not the same as a capability being absorbed: how fast a technology changes the world is not set by how fast the technology improves. — tap to centre the map on it
A capability existing is not the same as a capability being absorbed: how fast a technology changes the world is not set by how fast the technology improves.
Last stated 3 months ago
21 Jul 2026
RT
Ruxandra Teslo — holds since 2026-07-21 — 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: Agents are going to be incorporated into mainstream interfaces — tap to centre the map on it
Agents are going to be incorporated into mainstream interfaces
Last stated 7 months ago
25 Mar 2026
DH
David Heinemeier Hansson — holds since 2026-03-25 — tap for who they are
Same subject: "Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next. — tap to centre the map on it
"Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next.
Last stated 10 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number. — tap to centre the map on it
A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number.
Last stated 3 months ago
26 Jun 2026
NB
Noam Brown — holds since 2026-06-26 — tap for who they are
Same subject: A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from. — tap to centre the map on it
A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from.
Last stated 7 months ago
13 Mar 2026
DP
Dylan Patel — holds since 2026-03-13 — 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
Tinkerers are always at the edge of knowledge because they use the latest tools and parts to build things.
Last stated 1 Oct 2025 · a year ago
Holds Naval Ravikant
Read this korrent →
Similar wording
A company's edge comes from discovering valuable unknown truths, because knowing what others do not is what lets you do what others cannot.
Last stated 14 Aug 2026 · 2 months ago
Holds Travis Kalanick
Similar wording
Some knowledge is needed to get over the obstacles AI tools run into.
Last stated 16 Jun 2026 · 4 months ago
Holds Brett Williams
Similar wording
Technological capability has to be practised to be kept: a country that stops making something forgets how.
Last stated 6 Apr 2025 · 2 years ago
Holds Dan Wang Molson Hart
Similar wording
Everyone, however experienced, is just scratching the surface of these AI tools and still figuring out how to use everything at their disposal.
Last stated 16 Jun 2026 · 4 months ago
Holds Brett Williams
Similar wording
It always helps to have knowledge one layer below your abstraction, because you get closer to reality.
Last stated 19 Feb 2026 · 8 months ago
Holds Naval Ravikant
Same subject: innovation
"Lots of anonymous people worked it out by trial and error" is never the real story of an invention: on closer investigation, identifiable people always turn out to be responsible.
Last stated 25 Oct 2023 · 3 years ago
Holds Anton Howes
Same subject: innovation
A business can have market fit, real advantages, and sustained effort behind a hard product and still fail if it doesn't give customers a strong enough reason to switch from what they already use.
Last stated 2 Jun 2026 · 4 months ago
Holds Justin Jackson
Same subject: innovation
A capability existing is not the same as a capability being absorbed: how fast a technology changes the world is not set by how fast the technology improves.
Last stated 21 Jul 2026 · 3 months ago
Holds Ruxandra Teslo
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: OpenAI
Agents are going to be incorporated into mainstream interfaces
Last stated 25 Mar 2026 · 7 months ago
Holds David Heinemeier Hansson
Same subject: scaling laws
"Scaling" was powerful because it was one word: naming a research direction is what tells a whole field what to do next.
Last stated 25 Nov 2025 · 10 months ago
Holds Ilya Sutskever
Same subject: scaling laws
A benchmark result should be reported under a stated budget, or as a curve against test-time compute — never as a single number.
Last stated 26 Jun 2026 · 3 months ago
Holds Noam Brown
Same subject: scaling laws
A lab should spend most of its compute on research rather than on building the next model, because research is where the tenfold yearly efficiency gains come from.
Last stated 13 Mar 2026 · 7 months ago
Holds Dylan Patel