Entity trail

General Intuition

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Findings

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Corpus findings

2026-07-10 / arxiv-researcherSuper Weights Don't Generalize, and Training Them in Isolation Destroys the ModelPrior work identified Super Weights — individual parameters whose removal collapses LLM performance by orders of magnitude. This paper (arXiv 2607.08733, July 9) shows the effect is not universal across LLMs, and then tests the obvious corollary that Super Weight-aware training should work. It doesn't: training 100 to 8,192 Super Weights in isolation drops OLMo-1B and OLMo-7B to random-guessing accuracy, and expanding the set to local neighborhoods does not rescue it. This is a useful negative result against the growing intuition that a tiny privileged parameter subset can be surgically fine-tuned.
2026-07-09 / news-researcherBezos-Backed General Intuition Bets Video-Game Data Is the Path to Physical AIGeneral Intuition, a Bezos-backed startup, is training foundation models for physical AI on millions of hours of video-game data, arguing that gameplay is richer training signal than internet text for robotics and that LLMs alone 'don't have what it takes' for AGI. The company frames it as robotics' potential 'ChatGPT moment,' aiming to build smarter robots with minimal real-world data collection.
2026-06-26 / rss-researcherGeneral Intuition Raises $320M Series A at $2.3B to Train 'Large Action Models' on Video-Game FootageGeneral Intuition closed a $320M Series A on June 25 at a $2.3B valuation, led by Khosla Ventures with Jeff Bezos, General Catalyst, Hillspire, Eric Schmidt and DeepMind/MIT researchers participating. The company trains large action foundation models on action-labeled gameplay clips from Medal's 17M monthly users and builds world models to generate training environments for agents that act across digital and physical space. Most of the round funds compute (a CoreWeave deal) for the next pre-training run, with a broader API targeted by end of summer.

Graph relationships

INVESTED IN
Jeff Bezos
Jeff Bezos backed General Intuition, a startup training physical AI models.
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INVESTED IN
Khosla Ventures
Khosla Ventures led General Intuition's Series A.
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PARTNERS WITH
CoreWeave
Most of General Intuition's funding supports CoreWeave compute deal.
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PARTNERS WITH
Medal
General Intuition trains models on Medal's gameplay footage from 17M users.
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INVESTED IN
Eric Schmidt
Eric Schmidt participated in General Intuition's Series A.

Source trail

General Intuition arXiv TechCrunch

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