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← High-quality video data, especially paired with text, is harder to collect at scale than image or text data.
17 connected korrents · 16 moments from 1 Jun 2009 to 15 Oct 2026.
Everything filed under computer vision
computer vision
Everything filed under AI and jobs
AI and jobs
Everything filed under consciousness
consciousness
Everything filed under neural networks
neural networks
Everything filed under LLMs
LLMs
Everything filed under AI and science
AI and science
Everything filed under world models
world models
Everything filed under simplicity
simplicity 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: High-quality video data, especially paired with text, is harder to collect at scale than image or text data. High-quality video data, especially paired with text, is harder to collect at scale than image or text data. Last stated 3 years ago
12 Apr 2024
LW
Lilian Weng — holds since 2024-04-12 — tap for who they are
Same subject: Video recordings are probably less informationally dense for AI training than text data, even though they contain a lot of data. — tap to centre the map on it Video recordings are probably less informationally dense for AI training than text data, even though they contain a lot of data. Last stated 3 weeks ago
15 Oct 2026
BP
Brian Potter — holds since 2026-10-15 — tap for who they are
Same subject: Video never became intelligence the way text did because text arrives already abstracted into the bits humans care about. — tap to centre the map on it Video never became intelligence the way text did because text arrives already abstracted into the bits humans care about. Last stated a year ago
12 Sept 2025
SL
Sergey Levine — holds since 2025-09-12 — tap for who they are
Same subject: High-quality data collection depends more on careful human execution than on machine learning techniques alone. — tap to centre the map on it High-quality data collection depends more on careful human execution than on machine learning techniques alone. Last stated 3 years ago
5 Feb 2024
LW
Lilian Weng — holds since 2024-02-05 — tap for who they are
Same subject: Video generation requires more world knowledge than image generation because of the need for temporal consistency across frames. — tap to centre the map on it Video generation requires more world knowledge than image generation because of the need for temporal consistency across frames. Last stated 3 years ago
12 Apr 2024
LW
Lilian Weng — holds since 2024-04-12 — tap for who they are
Same subject: Video no longer has to be complex to be video; the old media logic is broken. — tap to centre the map on it Video no longer has to be complex to be video; the old media logic is broken. Last stated 17 years ago
1 Apr 2010
CS
Clay Shirky — holds since 2010-04-01 — tap for who they are
Same subject: Text is a more powerful output modality for a model than images, because text supports many downstream tasks — tap to centre the map on it Text is a more powerful output modality for a model than images, because text supports many downstream tasks Last stated 3 years ago
10 Oct 2023
CH
Chip Huyen — holds since 2023-10-10 — tap for who they are
Same subject: Growth of internet image data can enable more sophisticated models for indexing and interacting with multimedia. — tap to centre the map on it Growth of internet image data can enable more sophisticated models for indexing and interacting with multimedia. Last stated 17 years ago
1 Jun 2009
FL
Fei-Fei Li — holds since 2009-06-01 — tap for who they are
Same subject: Video generation was not an algorithmic revolution: it was the same neural-network era with video added to the training data. — tap to centre the map on it Video generation was not an algorithmic revolution: it was the same neural-network era with video added to the training data. Last stated 3 months ago
10 Aug 2026
FL
Fei-Fei Li — holds since 2026-08-10 — tap for who they are
Same subject: A layer should learn a residual with reference to its own input rather than an unreferenced function, which is what makes great depth trainable. — tap to centre the map on it A layer should learn a residual with reference to its own input rather than an unreferenced function, which is what makes great depth trainable. 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: A project-level agent memory file works like a neural net, steering the agent much as a fine-tuned LoRA steers a model. — tap to centre the map on it A project-level agent memory file works like a neural net, steering the agent much as a fine-tuned LoRA steers a model. Last stated 2 months ago
23 Aug 2026
KC
Kun Chen — holds since 2026-08-23 — tap for who they are
Same subject: A small enough winning ticket learns faster than the network it was cut out of, and ends up more accurate than it. — tap to centre the map on it A small enough winning ticket learns faster than the network it was cut out of, and ends up more accurate than it. Last stated 9 years ago
9 Mar 2018
MC
Michael Carbin — holds since 2018-03-09 — tap for who they are
JF
Jonathan Frankle — holds since 2018-03-09 — tap for who they are
Same subject: A company must cut half its engineers to pay for the other half's tokens, and that is what the layoffs are actually about. — tap to centre the map on it A company must cut half its engineers to pay for the other half's tokens, and that is what the layoffs are actually about. Last stated 8 months ago
11 Mar 2026
SY
Steve Yegge — holds since 2026-03-11 — tap for who they are
Same subject: A good test of a market for AI-built work is whether a focused outsourcing industry already serves it. — tap to centre the map on it A good test of a market for AI-built work is whether a focused outsourcing industry already serves it. Last stated 3 years ago
21 Aug 2023
ST
Sarah Tavel — holds since 2023-08-21 — tap for who they are
Same subject: A healthcare system could exist where AI provides basic preventive and urgent care while humans provide more complex clinical and emotional care. — tap to centre the map on it A healthcare system could exist where AI provides basic preventive and urgent care while humans provide more complex clinical and emotional care. Last stated 2 months ago
27 Aug 2026
RW
Robert Wachter — holds since 2026-08-27 — tap for who they are
Same subject: A mystical state defies expression, so its quality must be experienced directly and cannot be passed on to others — tap to centre the map on it A mystical state defies expression, so its quality must be experienced directly and cannot be passed on to others
WJ
William James — holds since c. 1902 — tap for who they are
Same subject: A pain is essentially defined by how it feels, so knowing how it feels is knowing what it is. — tap to centre the map on it A pain is essentially defined by how it feels, so knowing how it feels is knowing what it is. Last stated 4 months ago
15 Jul 2026
PG
Philip Goff — holds since 2026-07-15 — tap for who they are
Same subject: A person is best understood as a loose jumble of barely intelligent, looping processes producing only the illusion of coherent subjectivity. — tap to centre the map on it A person is best understood as a loose jumble of barely intelligent, looping processes producing only the illusion of coherent subjectivity. Last stated 2 months ago
18 Sept 2026
MW
Matt Webb — holds since 2026-09-18 — tap for who they are