Prediction certainty 3/5 debate potential 3/5

Text and speech generation will become actions emitted by world models

Pim de Witte · World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI · Dec 6, 2025 · at 49:27

General Intuition CEO Pim de Witte argues that language generation will be subsumed as one of many action outputs of world models rather than remaining the core foundation.

0:00 / 0:12exact quote · 12.6s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“I think text prediction is just one of the actions that is going to come out of these, you know, these policies and world models. I think speech and text generation will just be one of the actions that, that can be a part of that.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Pim de Witte

Assertion Not checkable as stated
General Intuition's foundation agent runs purely on vision without reinforcement learning
“This is just a base model. There's no RL, no fine tuning. This model sees no game states. It is purely capable, not sequence acceptance. It's purely predicting the actions from the phrase. That's it.”
Pim de Witte Dec 6, 2025 ▶ 4:04 World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI
Assertion Not checkable as stated
General Intuition action models turn internet videos into free training data
“We transferred it over to a real world video, which means that you can use any video on the internet as free training.”
Pim de Witte Dec 6, 2025 ▶ 7:01 World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI
Opinion
Gameplay footage teaches spatial reasoning better than YouTube videos, says de Witte
“When you're playing video games, you're actually simulating the optical dynamics with your hand, right? And I think that, like, that's why I think why games are a better representation of switch support reasoning initially than YouTube videos, for instance.”
Pim de Witte Dec 6, 2025 ▶ 14:01 World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI
Assertion Not checkable as stated
Medal holds the internet's largest action-labeled video dataset by orders of magnitude
“We have sort of the largest data set of ground truth action labeled video footage on the internet by maybe one or two orders of magnitude.”
Pim de Witte Dec 6, 2025 ▶ 17:48 World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI
Insight
Proprietary data cannot be accurately valued without training models to evaluate capabilities
“I don't think you can value it unless you actually model it yourself and see what the capabilities are.”
Pim de Witte Dec 6, 2025 ▶ 35:44 World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI
Insight
Founders negotiating large AI data deals should demand equity, says de Witte
“I would recommend, if you're gonna do large data deals, like, just try to get like a large chunk of equity in the company that you're doing it with if you can.”
Pim de Witte Dec 6, 2025 ▶ 36:22 World Models & General Intuition: Khosla's largest bet since LLMs & OpenAI
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 200 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.