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← Models leak and algorithms get copied, but hundreds of millions of…
17 connected korrents · 20 moments from 9 Nov 2021 to 10 Sept 2026.
Everything filed under self-driving cars
self-driving cars
Everything filed under electric vehicles
electric vehicles
Everything filed under AI alignment
AI alignment
Everything filed under scaling laws
scaling laws
Everything filed under social media
social media
Everything filed under product management
product management
Everything filed under LLMs
LLMs
Everything filed under coding agents
coding agents
Everything filed under robotics
robotics 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: Models leak and algorithms get copied, but hundreds of millions of audited autonomous miles cannot be replicated — earned trust is the real moat. Models leak and algorithms get copied, but hundreds of millions of audited autonomous miles cannot be replicated — earned trust is the real moat. Last stated 3 months ago
3 Aug 2026
DD
Dmitri Dolgov — holds since 2026-08-03 — tap for who they are
Same subject: Acquisition built on somebody else's algorithm can be taken away at any moment, which is why it must sit below earned channels on a growth roadmap. — tap to centre the map on it Acquisition built on somebody else's algorithm can be taken away at any moment, which is why it must sit below earned channels on a growth roadmap. Last stated 2 years ago
19 Jan 2025
EV
Elena Verna — holds since 2025-01-19 — tap for who they are
Same subject: AI cannot turn an untested assumption into fact; that takes real customers and real data. — tap to centre the map on it AI cannot turn an untested assumption into fact; that takes real customers and real data. Last stated a month ago
10 Sept 2026
CV
Claire Vo — holds since 2026-09-10 — tap for who they are
Same subject: The durable competitive moat in an AI-driven business is proprietary human-originated data, not the AI itself. — tap to centre the map on it The durable competitive moat in an AI-driven business is proprietary human-originated data, not the AI itself. Last stated 7 months ago
20 Mar 2026
AK
Arvid Kahl — holds since 2026-03-20 — tap for who they are
Same subject: Deep, relationship-based customer moats remain something AI coding tools cannot replicate for a competitor. — tap to centre the map on it Deep, relationship-based customer moats remain something AI coding tools cannot replicate for a competitor. Last stated 7 months ago
3 Apr 2026
AK
Arvid Kahl — holds since 2026-04-03 — tap for who they are
Same subject: In verifiable domains model capability scaling should remain unbounded, because the space of enumerable patterns is infinite by construction. — tap to centre the map on it In verifiable domains model capability scaling should remain unbounded, because the space of enumerable patterns is infinite by construction. Last stated 2 months ago
27 Aug 2026
FC
François Chollet — holds since 2026-08-27 — tap for who they are
Same subject: The least verifiable part of AI research is the judgement call about what goes into the one big training run. — tap to centre the map on it The least verifiable part of AI research is the judgement call about what goes into the one big training run. Last stated 2 months ago
11 Aug 2026
RG
Ryan Greenblatt — holds since 2026-08-11 — tap for who they are
Same subject: Once model weights leave their owner's control the loss is irreversible, which is why securing them is the precondition for governing AI at all. — tap to centre the map on it Once model weights leave their owner's control the loss is irreversible, which is why securing them is the precondition for governing AI at all. Last stated 2 years ago
20 Dec 2024
JL
Jan Leike — holds since 2023-09-13 — tap for who they are
MB
Miles Brundage — holds since 2024-12-20 — tap for who they are
Same subject: The real danger from AI models comes from leaks inside frontier AI companies, not from the release of open-weight models. — tap to centre the map on it The real danger from AI models comes from leaks inside frontier AI companies, not from the release of open-weight models. Last stated 3 months ago
28 Jul 2026
SS
Salvatore Sanfilippo — holds since 2026-07-28 — tap for who they are
Same subject: A five-year-old's vision is already good enough to drive a car, on a tiny and strikingly undiverse amount of data. — tap to centre the map on it A five-year-old's vision is already good enough to drive a car, on a tiny and strikingly undiverse amount of data. Last stated 11 months ago
25 Nov 2025
IS
Ilya Sutskever — holds since 2025-11-25 — tap for who they are
Same subject: A good robotaxi demonstration in one city does not mean the company is ready to scale the service. — tap to centre the map on it A good robotaxi demonstration in one city does not mean the company is ready to scale the service. Last stated a year ago
8 Jul 2025
TL
Timothy B. Lee — holds since 2025-07-08 — tap for who they are
Same subject: A huge fleet collecting driving data is not a silver bullet for self-driving, because the data arrives unlabelled. — tap to centre the map on it A huge fleet collecting driving data is not a silver bullet for self-driving, because the data arrives unlabelled. Last stated 2 years ago
21 May 2024
TL
Timothy B. Lee — holds since 2024-05-21 — tap for who they are
Same subject: A world of a billion robots will need maintenance crews and hubs the way robotaxis already do, creating the largest repair industry on the planet. — tap to centre the map on it A world of a billion robots will need maintenance crews and hubs the way robotaxis already do, creating the largest repair industry on the planet. Last stated 9 months ago
8 Jan 2026
JH
Jensen Huang — holds since 2026-01-08 — tap for who they are
Same subject: Robotics is not easier than self-driving; it is simply being attempted in a year when perception actually generalises. — tap to centre the map on it Robotics is not easier than self-driving; it is simply being attempted in a year when perception actually generalises. Last stated a year ago
12 Sept 2025
SL
Sergey Levine — holds since 2025-09-12 — tap for who they are
Same subject: A highly dynamic economy that cheaply mass-produces robots may increase rather than decrease the risk of Malthusian resource dilemmas. — tap to centre the map on it A highly dynamic economy that cheaply mass-produces robots may increase rather than decrease the risk of Malthusian resource dilemmas. Last stated 3 years ago
1 Oct 2023
TC
Tyler Cowen — holds since 2023-10-01 — tap for who they are
Same subject: France and Germany will ban Tesla's full self-driving to protect their own car industry. — tap to centre the map on it France and Germany will ban Tesla's full self-driving to protect their own car industry. Last stated 3 months ago
22 Jul 2026
PL
Pieter Levels — holds since 2026-07-22 — tap for who they are
Same subject: A hybrid is a poor machine because it carries two complete powertrains, and most e-bikes repeat the same mistake. — tap to centre the map on it A hybrid is a poor machine because it carries two complete powertrains, and most e-bikes repeat the same mistake. Last stated 5 years ago
by 9 Nov 2021
AV
Austin Vernon — holds since 2021-11-09 — tap for who they are
Same subject: An acre of solar panels powering electric cars carries you orders of magnitude further than an acre of crops grown for fuel. — tap to centre the map on it An acre of solar panels powering electric cars carries you orders of magnitude further than an acre of crops grown for fuel. Last stated 3 years ago
5 Sept 2023
HR
Hannah Ritchie — holds since 2023-09-05 — tap for who they are
MG
Michael Grunwald — holds since 2023-06-06 — tap for who they are
At the centre
Models leak and algorithms get copied, but hundreds of millions of audited autonomous miles cannot be replicated — earned trust is the real moat.
Holds Read this korrent →
Acquisition built on somebody else's algorithm can be taken away at any moment, which is why it must sit below earned channels on a growth roadmap.
Holds
AI cannot turn an untested assumption into fact; that takes real customers and real data.
Holds
The durable competitive moat in an AI-driven business is proprietary human-originated data, not the AI itself.
Holds
Deep, relationship-based customer moats remain something AI coding tools cannot replicate for a competitor.
Holds
In verifiable domains model capability scaling should remain unbounded, because the space of enumerable patterns is infinite by construction.
Holds
The least verifiable part of AI research is the judgement call about what goes into the one big training run.
Holds
Once model weights leave their owner's control the loss is irreversible, which is why securing them is the precondition for governing AI at all.
Holds
The real danger from AI models comes from leaks inside frontier AI companies, not from the release of open-weight models.
Holds
A five-year-old's vision is already good enough to drive a car, on a tiny and strikingly undiverse amount of data.
Holds
A good robotaxi demonstration in one city does not mean the company is ready to scale the service.
Holds
A huge fleet collecting driving data is not a silver bullet for self-driving, because the data arrives unlabelled.
Holds
A world of a billion robots will need maintenance crews and hubs the way robotaxis already do, creating the largest repair industry on the planet.
Holds
Robotics is not easier than self-driving; it is simply being attempted in a year when perception actually generalises.
Holds
A highly dynamic economy that cheaply mass-produces robots may increase rather than decrease the risk of Malthusian resource dilemmas.
Holds
France and Germany will ban Tesla's full self-driving to protect their own car industry.
Holds
A hybrid is a poor machine because it carries two complete powertrains, and most e-bikes repeat the same mistake.
Holds
An acre of solar panels powering electric cars carries you orders of magnitude further than an acre of crops grown for fuel.
Holds