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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 Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject 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 maximallysimplified explanation and still be unableto come up with it — that gap is what isleft 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 iscloser to an uncopyrightable syntaxthan 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 optimisedby reinforcement learning until aneural network performs it extremelywell. 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 AIsystems that could be weaponizedshould be limited, meaning theircode and neural network parametersshould 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 hyperprofitsengine for research labs whoseattached companies make moneyserving neural-network calculationsfrom 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 belearned efficiently by a classicalneural network, because evolutionaryprocesses 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 ofneural networks is a less promisingresearch direction than studyingmodel biology and applyinginterpretability 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 arespecifically designed to handlevariability in two-dimensionalshapes. 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 totrain 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 90percent is not 90 percent taskcompletion: you are still doing thething. 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 biggerdelegated tasks, the humanbottleneck shifts to writing specsand reviewing output fast, hollowingout 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 keepingAI 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 agood long time because someone willneed 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 abstractionladder and give their jobs to AIagents 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 asbuilding guardrails is not novel —it is the same problem as making ajunior engineer effective, which wenever 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 agentrather than writing code themselveshas no incentive to actually readthe resulting code or engageseriously 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 onservers 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 cognitivework, and writing software ispermanently 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
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At the centre 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 20 Mar 2026 · 7 months ago Holds Andrej Karpathy Read this korrent →