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← Text is a more powerful output modality for a model than images, because text supports many downstream tasks
17 connected korrents · 13 moments from 10 Oct 2023 to 21 Oct 2026.
Everything filed under LLMs
LLMs
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Anthropic
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open source
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OpenAI
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AI writing
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creativity
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documentation
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Read this korrent: Text is a more powerful output modality for a model than images, because text supports many downstream tasks
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: Image is the most versatile input modality for a model, since it can represent text, tabular data, and audio — tap to centre the map on it
Image is the most versatile input modality for a model, since it can represent text, tabular data, and audio
Last stated 3 years ago
10 Oct 2023
CH
Chip Huyen — holds since 2023-10-10 — tap for who they are
Same subject: Language models are not merely text generators; they can also form other systems, such as embeddings and classifiers, that are useful for problem solving. — tap to centre the map on it
Language models are not merely text generators; they can also form other systems, such as embeddings and classifiers, that are useful for problem solving.
Last stated 2 years ago
16 Oct 2024
JA
Jay Alammar — holds since 2024-10-16 — tap for who they are
Same subject: That an expert human generated a text is evidence that its view is worth thinking about, more than if an LLM generated it. — tap to centre the map on it
That an expert human generated a text is evidence that its view is worth thinking about, more than if an LLM generated it.
Last stated 4 months ago
15 Jul 2026
ES
Eric Schwitzgebel — holds since 2026-07-15 — tap for who they are
Same subject: AI-generated text allows authors to produce work much faster, which may lead to a shorter shelf life for most titles. — tap to centre the map on it
AI-generated text allows authors to produce work much faster, which may lead to a shorter shelf life for most titles.
Last stated 5 months ago
16 Jun 2026
JS
Jennifer Shahade — holds since 2026-06-16 — 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: There is a huge cognitive difference between approving a text one reads and actually generating it. — tap to centre the map on it
There is a huge cognitive difference between approving a text one reads and actually generating it.
Last stated 4 months ago
15 Jul 2026
ES
Eric Schwitzgebel — holds since 2026-07-15 — tap for who they are
Same subject: AI-generated technical documentation is optimized for completing a sentence rather than for being understood by a human reader. — tap to centre the map on it
AI-generated technical documentation is optimized for completing a sentence rather than for being understood by a human reader.
Last stated 3 months ago
12 Aug 2026
VB
Vicki Boykis — holds since 2026-08-12 — tap for who they are
Same subject: AI-generated text lacks the human mind and knowability that make writing feel worth reading. — tap to centre the map on it
AI-generated text lacks the human mind and knowability that make writing feel worth reading.
Last stated 2 months ago
10 Sept 2026
CM
Craig Mod — holds since 2026-09-10 — tap for who they are
Same subject: A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week. — tap to centre the map on it
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 2 weeks ago
21 Oct 2026
PS
Peter Steinberger — holds since 2026-10-21 — 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: Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers. — tap to centre the map on it
Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers.
Last stated 3 years ago
18 Mar 2024
SA
Sam Altman — holds since 2024-03-18 — tap for who they are
Same subject: "I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out. — tap to centre the map on it
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Last stated 8 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
Same subject: A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year. — tap to centre the map on it
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 2 months ago
3 Sept 2026
DR
Dax Raad — holds since 2026-09-03 — tap for who they are
Same subject: A skill is a set of repeatable, specific instructions that augments what Claude Code can do. — tap to centre the map on it
A skill is a set of repeatable, specific instructions that augments what Claude Code can do.
Last stated 8 months ago
19 Mar 2026
KP
Kris Puckett — holds since 2026-03-19 — tap for who they are
Same subject: A business making hundreds of millions from an open source project owes it money or contribution, and can be refused its trademarks if it gives neither. — tap to centre the map on it
A business making hundreds of millions from an open source project owes it money or contribution, and can be refused its trademarks if it gives neither.
Last stated 2 years ago
26 Sept 2024
MM
Matt Mullenweg — holds since 2024-09-26 — tap for who they are
Same subject: A codec does not really exist until everyone can decode it. — tap to centre the map on it
A codec does not really exist until everyone can decode it.
Last stated 5 months ago
31 May 2026
JK
Jean-Baptiste Kempf — holds since 2026-05-31 — tap for who they are
Same subject: A company that will not accept a project’s terms is free to go and use a more permissive project instead. — tap to centre the map on it
A company that will not accept a project’s terms is free to go and use a more permissive project instead.
Last stated 2 years ago
26 Sept 2024
MM
Matt Mullenweg — holds since 2024-09-26 — 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 2015 to today — full is today a face: someone who holds the claim — tap it for who they are
At the centre
Text is a more powerful output modality for a model than images, because text supports many downstream tasks
Last stated 10 Oct 2023 · 3 years ago
Holds Chip Huyen
Read this korrent →
Similar wording
Image is the most versatile input modality for a model, since it can represent text, tabular data, and audio
Last stated 10 Oct 2023 · 3 years ago
Holds Chip Huyen
Similar wording
Language models are not merely text generators; they can also form other systems, such as embeddings and classifiers, that are useful for problem solving.
Last stated 16 Oct 2024 · 2 years ago
Holds Jay Alammar
Similar wording
That an expert human generated a text is evidence that its view is worth thinking about, more than if an LLM generated it.
Last stated 15 Jul 2026 · 4 months ago
Holds Eric Schwitzgebel
Similar wording
AI-generated text allows authors to produce work much faster, which may lead to a shorter shelf life for most titles.
Last stated 16 Jun 2026 · 5 months ago
Holds Jennifer Shahade
Similar wording
Video never became intelligence the way text did because text arrives already abstracted into the bits humans care about.
Last stated 12 Sept 2025 · a year ago
Holds Sergey Levine
Similar wording
There is a huge cognitive difference between approving a text one reads and actually generating it.
Last stated 15 Jul 2026 · 4 months ago
Holds Eric Schwitzgebel
Similar wording
AI-generated technical documentation is optimized for completing a sentence rather than for being understood by a human reader.
Last stated 12 Aug 2026 · 3 months ago
Holds Vicki Boykis
Similar wording
AI-generated text lacks the human mind and knowability that make writing feel worth reading.
Last stated 10 Sept 2026 · 2 months ago
Holds Craig Mod
Same subject: OpenAI
A PHP vulnerability found with GPT-5.6 Sol will cause havoc this week.
Last stated 21 Oct 2026 · 2 weeks ago
Holds Peter Steinberger
Same subject: OpenAI
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 18 Mar 2024 · 3 years ago
Holds Sam Altman
Same subject: OpenAI
Advertising was a necessary phase for the internet but a momentary industry, and an AI people pay for is better because they know the answers are not influenced by advertisers.
Last stated 18 Mar 2024 · 3 years ago
Holds Sam Altman
Same subject: Anthropic
"I don't know" becomes a kind of superpower when you can work with Claude Code to figure things out.
Last stated 19 Mar 2026 · 8 months ago
Holds Kris Puckett
Same subject: Anthropic
A benchmark that ranks Claude Code last while it stays first in use is measuring the wrong thing, and has been for a year.
Last stated 3 Sept 2026 · 2 months ago
Holds Dax Raad
Same subject: Anthropic
A skill is a set of repeatable, specific instructions that augments what Claude Code can do.
Last stated 19 Mar 2026 · 8 months ago
Holds Kris Puckett
Same subject: open source
A business making hundreds of millions from an open source project owes it money or contribution, and can be refused its trademarks if it gives neither.
Last stated 26 Sept 2024 · 2 years ago
Holds Matt Mullenweg
Same subject: open source
A codec does not really exist until everyone can decode it.
Last stated 31 May 2026 · 5 months ago
Holds Jean-Baptiste Kempf
Same subject: open source
A company that will not accept a project’s terms is free to go and use a more permissive project instead.
Last stated 26 Sept 2024 · 2 years ago
Holds Matt Mullenweg