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← A consumer AI assistant should have one universal input that knows…
17 connected korrents · 17 moments from 18 Mar 2024 to 27 Sept 2026.
Everything filed under LLMs
LLMs
Everything filed under AI alignment
AI alignment
Everything filed under reinforcement learning
reinforcement learning
Everything filed under robotics
robotics
Everything filed under chat interfaces
chat interfaces
Everything filed under OpenAI
OpenAI 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: A consumer AI assistant should have one universal input that knows whether to answer quickly, chat, or go off and do work. A consumer AI assistant should have one universal input that knows whether to answer quickly, chat, or go off and do work. Last stated 2 months ago
16 Aug 2026
IS
Ian Silber — holds since 2026-08-16 — tap for who they are
Same subject: One product will probably be the best form factor for both work and personal AI assistants. — tap to centre the map on it One product will probably be the best form factor for both work and personal AI assistants. Last stated 3 weeks ago
8 Sept 2026
RU
Roman Ugarte — holds since 2026-09-08 — tap for who they are
Same subject: AI chatbots are tuned to produce an answer that feels satisfying to the user rather than one that is correct. — tap to centre the map on it AI chatbots are tuned to produce an answer that feels satisfying to the user rather than one that is correct. Last stated 2 weeks ago
15 Sept 2026
ML
Michael Lopp — holds since 2026-09-15 — tap for who they are
Same subject: The next shift in AI will probably be agents that are more proactive toward you than you are toward them. — tap to centre the map on it The next shift in AI will probably be agents that are more proactive toward you than you are toward them. Last stated 3 weeks ago
8 Sept 2026
RU
Roman Ugarte — holds since 2026-09-08 — tap for who they are
Same subject: AI needs the same coaching, context and onboarding as a human employee. — tap to centre the map on it AI needs the same coaching, context and onboarding as a human employee. Last stated 5 days ago
27 Sept 2026
MG
Molly Graham — holds since 2026-09-27 — tap for who they are
Same subject: Very soon, an AI assistant will be a constant presence, virtual or physical, with nearly everyone. — tap to centre the map on it Very soon, an AI assistant will be a constant presence, virtual or physical, with nearly everyone. Last stated a month ago
19 Aug 2026
ML
Michael Lopp — holds since 2026-08-19 — tap for who they are
Same subject: AI assistants still make mistakes and their answers need to be double-checked by a human. — tap to centre the map on it AI assistants still make mistakes and their answers need to be double-checked by a human. Last stated 2 months ago
9 Aug 2026
HR
Harper Reed — holds since 2026-08-09 — tap for who they are
Same subject: The chatbot has hit its ceiling — a smarter model no longer helps the average consumer — and that is a limit of the product, not of AI. — tap to centre the map on it The chatbot has hit its ceiling — a smarter model no longer helps the average consumer — and that is a limit of the product, not of AI. Last stated 8 months ago
13 Feb 2026
DA
Dario Amodei — holds since 2026-02-13 — tap for who they are
Same subject: Nobody can stay on top of every AI tool, so judge them by what works for your customers rather than by what is said on X. — tap to centre the map on it Nobody can stay on top of every AI tool, so judge them by what works for your customers rather than by what is said on X. Last stated 3 weeks ago
10 Sept 2026
TY
Tamar Yehoshua — holds since 2026-09-10 — 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: A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it. — tap to centre the map on it A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it. Last stated 4 weeks ago
3 Sept 2026
ZM
Zvi Mowshowitz — holds since 2026-09-03 — 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 8 months ago
12 Feb 2026
AK
Andrej Karpathy — holds since 2026-02-12 — tap for who they are
Same subject: A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI. — tap to centre the map on it A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI. Last stated 9 months ago
1 Jan 2026
JL
Jason Lemkin — holds since 2026-01-01 — tap for who they are
Same subject: A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. — tap to centre the map on it A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to. Last stated 3 months ago
15 Jul 2026
DH
Dex Horthy — holds since 2026-07-15 — tap for who they are
Same subject: A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved. — tap to centre the map on it A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved. Last stated 2 months ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — 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 a month ago
26 Aug 2026
HK
Henrik Karlsson — holds since 2026-08-26 — tap for who they are
Same subject: A physical AI company needs three AIs, not one — the agent, the simulator and the critic — turning deployment into a flywheel. — tap to centre the map on it A physical AI company needs three AIs, not one — the agent, the simulator and the critic — turning deployment into a flywheel. Last stated 2 months ago
3 Aug 2026
DD
Dmitri Dolgov — holds since 2026-08-03 — tap for who they are
Same subject: A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well. — tap to centre the map on it A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well. Last stated 10 months ago
17 Nov 2025
AK
Andrej Karpathy — holds since 2025-11-17 — tap for who they are
At the centre
A consumer AI assistant should have one universal input that knows whether to answer quickly, chat, or go off and do work.
Holds Read this korrent →
One product will probably be the best form factor for both work and personal AI assistants.
Holds
AI chatbots are tuned to produce an answer that feels satisfying to the user rather than one that is correct.
Holds
The next shift in AI will probably be agents that are more proactive toward you than you are toward them.
Holds
AI needs the same coaching, context and onboarding as a human employee.
Holds
Very soon, an AI assistant will be a constant presence, virtual or physical, with nearly everyone.
Holds
AI assistants still make mistakes and their answers need to be double-checked by a human.
Holds
The chatbot has hit its ceiling — a smarter model no longer helps the average consumer — and that is a limit of the product, not of AI.
Holds
Nobody can stay on top of every AI tool, so judge them by what works for your customers rather than by what is said on X.
Holds
A startup should not begin life as a nonprofit and bolt a for-profit arm on later, whatever OpenAI's own history suggests.
Holds
A technique that lets an AI model's reasoning shift outside its visible Chain of Thought is dangerous, both because it works and because a leading lab is willing to deploy it.
Holds
A tiny language model inventing a plausible-sounding name is the same phenomenon as a large one confidently stating a false fact.
Holds
A badly written AI outbound email is evidence of a bad vendor, not of a limit of AI.
Holds
A bigger context window does not give you a smarter model; the intelligence of the model is what decides how much of that window it can actually attend to.
Holds
A child who has seen ten cats learns what a machine needs the whole internet of cat photos for, by a learning pathway nobody has solved.
Holds
A feedback loop that reinforces a behavior pulls it toward whatever improves the loop's own score.
Holds
A physical AI company needs three AIs, not one — the agent, the simulator and the critic — turning deployment into a flywheel.
Holds
A verifiable task can be optimised by reinforcement learning until a neural network performs it extremely well.
Holds