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← An agent can understand a maximally simplified explanation and still…
17 connected korrents · 17 moments from 1 Jan 1998 to 21 Sept 2026. Nearly all of them are about neural networks .
Everything filed under AI agents
AI agents
Everything filed under LLMs
LLMs
Everything filed under reinforcement learning
reinforcement learning
Everything filed under open source
open source
Everything filed under data centers
data centers
Everything filed under computer vision
computer vision
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Read this korrent: An agent can understand a maximally simplified explanation and still be unable to come up with it — that gap is what is left of the expert's job.
An agent can understand a maximally simplified explanation and still be unable to come up with it — that gap is what is left of the expert's job.
Last stated 7 months ago
20 Mar 2026
AK
Andrej Karpathy — holds since 2026-03-20 — tap for who they are
Same subject: A neural network's latent space is closer to an uncopyrightable syntax than to copyrightable expression. — tap to centre the map on it
A neural network's latent space is closer to an uncopyrightable syntax than to copyrightable expression.
Last stated 2 months ago
7 Sept 2026
KK
Kevin Kelly — holds since 2026-09-07 — 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 11 months ago
17 Nov 2025
AK
Andrej Karpathy — holds since 2025-11-17 — tap for who they are
Same subject: Access to large-scale generalist AI systems that could be weaponized should be limited, meaning their code and neural network parameters should not be released open-source. — tap to centre the map on it
Access to large-scale generalist AI systems that could be weaponized should be limited, meaning their code and neural network parameters should not be released open-source.
Last stated 3 years ago
24 Jun 2023
YB
Yoshua Bengio — holds since 2023-06-24 — tap for who they are
Same subject: AI is unlikely to be a hyperprofits engine for research labs whose attached companies make money serving neural-network calculations from datacenters. — tap to centre the map on it
AI is unlikely to be a hyperprofits engine for research labs whose attached companies make money serving neural-network calculations from datacenters.
Last stated a month ago
21 Sept 2026
BD
Brad DeLong — holds since 2026-09-21 — tap for who they are
Same subject: Anything nature shaped can be learned efficiently by a classical neural network, because evolutionary processes leave structure behind. — tap to centre the map on it
Anything nature shaped can be learned efficiently by a classical neural network, because evolutionary processes leave structure behind.
Last stated a year ago
23 Jul 2025
DH
Demis Hassabis — holds since 2025-07-23 — tap for who they are
Same subject: Complete reverse-engineering of neural networks is a less promising research direction than studying model biology and applying interpretability usefully — tap to centre the map on it
Complete reverse-engineering of neural networks is a less promising research direction than studying model biology and applying interpretability usefully
Last stated a year ago
19 Aug 2025
NN
Neel Nanda — holds since 2025-08-19 — tap for who they are
Same subject: Convolutional neural networks are specifically designed to handle variability in two-dimensional shapes. — tap to centre the map on it
Convolutional neural networks are specifically designed to handle variability in two-dimensional shapes.
Last stated 29 years ago
1 Jan 1998
YB
Yoshua Bengio — holds since 1998-01-01 — tap for who they are
Same subject: Depth is not free: past a point, deeper neural networks are harder to train rather than simply better. — tap to centre the map on it
Depth is not free: past a point, deeper neural networks are harder to train rather than simply better.
Last stated 11 years ago
10 Dec 2015
JS
Jian Sun — holds since 2015-12-10 — tap for who they are
KH
Kaiming He — holds since 2015-12-10 — tap for who they are
Same subject: An AI you have to supervise at 90 percent is not 90 percent task completion: you are still doing the thing. — tap to centre the map on it
An AI you have to supervise at 90 percent is not 90 percent task completion: you are still doing the thing.
Last stated a month ago
8 Sept 2026
RU
Roman Ugarte — holds since 2026-09-08 — tap for who they are
Same subject: As AI agents take on bigger delegated tasks, the human bottleneck shifts to writing specs and reviewing output fast, hollowing out the middle of the work. — tap to centre the map on it
As AI agents take on bigger delegated tasks, the human bottleneck shifts to writing specs and reviewing output fast, hollowing out the middle of the work.
Last stated 6 months ago
3 May 2026
EY
Eugene Yan — holds since 2026-05-03 — tap for who they are
Same subject: Humans will always have jobs keeping AI agents on track. — tap to centre the map on it
Humans will always have jobs keeping AI agents on track.
Last stated 2 months ago
7 Sept 2026
NS
Noah Smith — holds since 2026-09-07 — tap for who they are
Same subject: Humans will keep their jobs for a good long time because someone will need to keep AIs on task. — tap to centre the map on it
Humans will keep their jobs for a good long time because someone will need to keep AIs on task.
Last stated 2 months ago
1 Sept 2026
NS
Noah Smith — holds since 2026-09-01 — tap for who they are
Same subject: People should climb the abstraction ladder and give their jobs to AI agents that want them. — tap to centre the map on it
People should climb the abstraction ladder and give their jobs to AI agents that want them.
Last stated a month ago
10 Sept 2026
KD
Kent C. Dodds — holds since 2026-09-10 — tap for who they are
Same subject: Redefining the engineer's job as building guardrails is not novel — it is the same problem as making a junior engineer effective, which we never solved either. — tap to centre the map on it
Redefining the engineer's job as building guardrails is not novel — it is the same problem as making a junior engineer effective, which we never solved either.
Last stated 5 months ago
27 May 2026
DR
Dax Raad — holds since 2026-05-27 — tap for who they are
Same subject: A person directing an AI agent rather than writing code themselves has no incentive to actually read the resulting code or engage seriously with reviewer feedback. — tap to centre the map on it
A person directing an AI agent rather than writing code themselves has no incentive to actually read the resulting code or engage seriously with reviewer feedback.
Last stated 6 months ago
7 May 2026
DC
David Crawshaw — holds since 2026-05-07 — tap for who they are
Same subject: AI agents and AI coding will run on servers and from the cloud first, not on your laptop. — tap to centre the map on it
AI agents and AI coding will run on servers and from the cloud first, not on your laptop.
Last stated 4 months ago
28 Jun 2026
PL
Pieter Levels — holds since 2026-06-28 — tap for who they are
Same subject: AI agents can now do real cognitive work, and writing software is permanently changed as a result. — tap to centre the map on it
AI agents can now do real cognitive work, and writing software is permanently changed as a result.
Last stated a year ago
10 Jun 2025
SA
Sam Altman — holds since 2025-06-10 — 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 1998 to today (stretched back to the oldest claim here) — full is today a face: someone who holds the claim — tap it for who they are