fresh
We build a new class of models that can perceive, predict, and act in virtual and physical environments. observed
No person- or entity-level identity check is on record for this company. A name match is not one.
The inclusion bar: two or more independent sourced evidence families. This profile is published and listed. It is a statement about how much evidence we hold, and about nothing else.
We have not established fit. That is not a soft no and not a soft yes — it is unknown, and it is never counted as a qualified prospect.
Subdomains appearing in public certificate-transparency logs — infrastructure standing up, dated at detection. Intent labels are deterministic (token map), not guessed.
↗ Strongest signal: funding_magnitude (22% of the score).
↓ Scored on 2 of 4 components — adoption, developer had no computable metric.
No single number decides. Layers can disagree — that's the point. New to this? →
The platform's own early signals for this company — hard-to-fake, and where one preceded a real raise, the measured lead.
I think the interesting thing about general intuition, and we've had their founder and CEO, Pim DeWitt, on the podcast as well recently. So everyone should go check that out. But one thing that they think is kind of a, you know, secret sauce for them, and it's not the same with every company, but their secret sauce is the action labels. So they have, you know, this is a spin out for metal TV, which is essentially like Twitch for gamers. So they have not only a ton of video game data, like of act
speaking of that is a general intuition. They have a $6 billion valuation. This is an AI startup that is also pushing into robotics. And to your point of like how they're getting there, they're trying to turn video game behavior into training data for AI agents that can understand and act in the physical world.
VentureSignalScore 70.2/100 for general-intuition, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage
| Component | Weight | Normalized | Contribution |
|---|---|---|---|
| funding_recency | 0.2 | 0.9604 | |
| funding_magnitude | 0.3 | 0.737 |
funding.round.announced_on 2026-09-30 artifact ↗ funding.round.amount_usd 2026-09-30 artifact ↗ An evidence gap, not proof of falsity: Form D is not always required (foreign offerings, certain exemptions) or may not be filed yet.
A first sale, a filing, an amendment and a public announcement are not the same event, and one date may not stand in for another. Where the latest financing date cannot be established from what we hold, this says unknown rather than substituting a date we do have.
A reported round dated 2026-09-30 by its own source.
Gray-market attention, not quality. 5+ HN mentions (peak 3 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: no primary-source corroboration. ▲ 3 General Intuition's $2.3B bet that video games can train AI agents 2026-06-25 ↗
| Attribute | Value | Kind | Source | Observed | State | Conf. |
|---|---|---|---|---|---|---|
common_name | General Intuition | observed | artifact ↗ | 2026-07-18 | normalized | 0.60 |
common_name | General Intuition | observed | artifact ↗ | 2026-07-24 | normalized | 0.60 |
community.hn.max_points | 213 | observed | artifact ↗ | 2026-07-18 | superseded | 0.20 |
community.hn.max_points | 355 | observed | artifact ↗ | 2026-08-31 | superseded | 0.20 |
community.hn.max_points | 213 | observed | artifact ↗ | 2026-09-07 | superseded | 0.20 |
community.hn.max_points | 178 | observed | artifact ↗ | 2026-09-21 | superseded | 0.20 |
community.hn.max_points | 355 | observed | artifact ↗ | 2026-09-28 | superseded | 0.20 |
community.hn.max_points | 3 | observed | artifact ↗ | 2026-10-08 | normalized | 0.20 |
community.hn.mentions | 50 | observed | artifact ↗ | 2026-07-18 | superseded | 0.20 |
community.hn.mentions | 37 | observed | artifact ↗ | 2026-09-21 | superseded | 0.20 |
community.hn.mentions | 50 | observed | artifact ↗ | 2026-09-28 | superseded | 0.20 |
community.hn.mentions | 5 | observed | artifact ↗ | 2026-10-08 | normalized | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-07-18 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-08-16 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-06-25 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-06-25 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-06-25 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-06-25 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-06-25 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-06-25 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-06-25 | superseded | 0.20 |
community.hn.rumors | [{"url": "https://news.ycombinator.com/item?id=48677367", "title": "General Intuition raises $320M for gamer-data bet on real-world AI agents", "points": 2, "created_at": "2026-06-25", "evidence_type" | observed | artifact ↗ | 2026-06-25 | normalized | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=14137567", "title": "UK Prime Minister Theresa May announces intention to hold general election", "points": 213, "created_at": "2017-04-18"} | observed | artifact ↗ | 2026-07-18 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=14137567", "title": "UK Prime Minister Theresa May announces intention to hold general election", "points": 213, "created_at": "2017-04-18"} | observed | artifact ↗ | 2026-08-16 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=14137567", "title": "UK Prime Minister Theresa May announces intention to hold general election", "points": 213, "created_at": "2017-04-18"} | observed | artifact ↗ | 2017-04-18 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=31094361", "title": "Ask HN: What’s a good laptop for software development at around $2k?", "points": 355, "created_at": "2022-04-20"} | observed | artifact ↗ | 2022-04-20 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=14137567", "title": "UK Prime Minister Theresa May announces intention to hold general election", "points": 213, "created_at": "2017-04-18"} | observed | artifact ↗ | 2017-04-18 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=14137567", "title": "UK Prime Minister Theresa May announces intention to hold general election", "points": 213, "created_at": "2017-04-18"} | observed | artifact ↗ | 2017-04-18 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=19890949", "title": "Ask HN: How to Self-Study Integrated Circuit Design?", "points": 178, "created_at": "2019-05-12"} | observed | artifact ↗ | 2019-05-12 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=31094361", "title": "Ask HN: What’s a good laptop for software development at around $2k?", "points": 355, "created_at": "2022-04-20"} | observed | artifact ↗ | 2022-04-20 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=48676639", "title": "General Intuition's $2.3B bet that video games can train AI agents", "points": 3, "created_at": "2026-06-25"} | observed | artifact ↗ | 2026-06-25 | superseded | 0.20 |
community.hn.top_story | {"url": "https://news.ycombinator.com/item?id=48676639", "title": "General Intuition's $2.3B bet that video games can train AI agents", "points": 3, "created_at": "2026-06-25"} | observed | artifact ↗ | 2026-06-25 | normalized | 0.20 |
description | Using data from Metal TV to train physical world use cases around defense drones. | observed | artifact ↗ | 2026-07-18 | normalized | 0.60 |
description | We build a new class of models that can perceive, predict, and act in virtual and physical environments. | observed | artifact ↗ | 2026-07-24 | normalized | 0.70 |
domain | www.generalintuition.com | observed | artifact ↗ | 2026-07-24 | normalized | 0.95 |
funding.round.amount_usd | 220000000 | observed | artifact ↗ | 2026-09-30 | normalized | 0.90 |
funding.round.announced_on | 2026-09-30 | observed | artifact ↗ | 2026-09-30 | normalized | 0.90 |
funding.round.lead_investors | [] | observed | artifact ↗ | 2026-09-30 | normalized | 0.90 |
funding.round.source_url | https://siliconangle.com/2026/09/29/world-model-startup-general-intuition-closes-220m-investment/ | observed | artifact ↗ | 2026-09-30 | normalized | 0.90 |
funding.round.stage | unknown | observed | artifact ↗ | 2026-09-30 | normalized | 0.90 |
index.ai_tie | PURE_AI | observed | classify | 2026-07-25 | derived | 0.60 |
metric.venture.funding_amount_usd | 220000000 | derived | calc | 2026-09-30 | derived | 0.90 |
metric.venture.funding_recency_days | 0.6768 | derived | calc | 2026-09-30 | superseded | 0.90 |
metric.venture.funding_recency_days | 0.9516 | derived | calc | 2026-09-30 | superseded | 0.90 |
metric.venture.funding_recency_days | 1.3194 | derived | calc | 2026-10-01 | superseded | 0.90 |
metric.venture.funding_recency_days | 1.4551 | derived | calc | 2026-10-01 | superseded | 0.90 |
metric.venture.funding_recency_days | 1.604 | derived | calc | 2026-10-01 | superseded | 0.90 |
metric.venture.funding_recency_days | 1.6348 | derived | calc | 2026-10-01 | superseded | 0.90 |
metric.venture.funding_recency_days | 1.6991 | derived | calc | 2026-10-01 | superseded | 0.90 |
metric.venture.funding_recency_days | 1.7666 | derived | calc | 2026-10-01 | superseded | 0.90 |
metric.venture.funding_recency_days | 8.8891 | derived | calc | 2026-10-08 | superseded | 0.90 |
metric.venture.funding_recency_days | 9.2603 | derived | calc | 2026-10-09 | superseded | 0.90 |
metric.venture.funding_recency_days | 9.2641 | derived | calc | 2026-10-09 | superseded | 0.90 |
metric.venture.funding_recency_days | 9.2836 | derived | calc | 2026-10-09 | superseded | 0.90 |
metric.venture.funding_recency_days | 9.3061 | derived | calc | 2026-10-09 | superseded | 0.90 |
metric.venture.funding_recency_days | 9.4903 | derived | calc | 2026-10-09 | superseded | 0.90 |
metric.venture.funding_recency_days | 9.7606 | derived | calc | 2026-10-09 | superseded | 0.90 |
metric.venture.funding_recency_days | 9.9328 | derived | calc | 2026-10-09 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.0196 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.1077 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.195 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.2887 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.4 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.4875 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.585 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.6724 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.7611 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.8151 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 10.9032 | derived | calc | 2026-10-10 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.0025 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.0907 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.1081 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.1086 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.121 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.2028 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.2387 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.2568 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.2776 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.3038 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.3449 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.3593 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.3996 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.4888 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.5788 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.6681 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.7583 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.8501 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 11.9396 | derived | calc | 2026-10-11 | superseded | 0.90 |
metric.venture.funding_recency_days | 12.0402 | derived | calc | 2026-10-12 | superseded | 0.90 |
metric.venture.funding_recency_days | 12.052 | derived | calc | 2026-10-12 | superseded | 0.90 |
metric.venture.funding_recency_days | 12.0735 | derived | calc | 2026-10-12 | superseded | 0.90 |
metric.venture.funding_recency_days | 12.1169 | derived | calc | 2026-10-12 | superseded | 0.90 |
metric.venture.funding_recency_days | 12.1889 | derived | calc | 2026-10-12 | superseded | 0.90 |
metric.venture.funding_recency_days | 12.9381 | derived | calc | 2026-10-12 | superseded | 0.90 |
metric.venture.funding_recency_days | 12.9642 | derived | calc | 2026-10-12 | superseded | 0.90 |
metric.venture.funding_recency_days | 13.0212 | derived | calc | 2026-10-13 | superseded | 0.90 |
metric.venture.funding_recency_days | 13.0745 | derived | calc | 2026-10-13 | superseded | 0.90 |
metric.venture.funding_recency_days | 13.1645 | derived | calc | 2026-10-13 | superseded | 0.90 |
metric.venture.funding_recency_days | 13.2545 | derived | calc | 2026-10-13 | superseded | 0.90 |
metric.venture.funding_recency_days | 14.2673 | derived | calc | 2026-10-14 | superseded | 0.90 |
metric.venture.funding_recency_days | 14.3583 | derived | calc | 2026-10-14 | superseded | 0.90 |
metric.venture.funding_recency_days | 14.449 | derived | calc | 2026-10-14 | superseded | 0.90 |
metric.venture.funding_recency_days | 14.5586 | derived | calc | 2026-10-14 | superseded | 0.90 |
metric.venture.funding_recency_days | 14.6536 | derived | calc | 2026-10-14 | superseded | 0.90 |
metric.venture.funding_recency_days | 14.7487 | derived | calc | 2026-10-14 | superseded | 0.90 |
metric.venture.funding_recency_days | 14.8458 | derived | calc | 2026-10-14 | superseded | 0.90 |
metric.venture.funding_recency_days | 14.941 | derived | calc | 2026-10-14 | superseded | 0.90 |
metric.venture.funding_recency_days | 15.0382 | derived | calc | 2026-10-15 | derived | 0.90 |
score.venture_signal | 71.5 | derived | calc | 2026-09-30 | superseded | 0.60 |
score.venture_signal | 71.4 | derived | calc | 2026-10-01 | superseded | 0.60 |
score.venture_signal | 70.8 | derived | calc | 2026-10-08 | superseded | 0.60 |
score.venture_signal | 70.7 | derived | calc | 2026-10-09 | superseded | 0.60 |
score.venture_signal | 70.6 | derived | calc | 2026-10-10 | superseded | 0.60 |
score.venture_signal | 70.5 | derived | calc | 2026-10-11 | superseded | 0.60 |
score.venture_signal | 70.4 | derived | calc | 2026-10-12 | superseded | 0.60 |
score.venture_signal | 70.3 | derived | calc | 2026-10-14 | superseded | 0.60 |
score.venture_signal | 70.2 | derived | calc | 2026-10-14 | derived | 0.60 |
sector | emerging | derived | calc | 2026-08-08 | normalized | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M4EPD3WZX1QACVJ0NYV2VFQK", "signals": [{"quote": "speaking of that is a general intuition. They have a $6 billion valuation. This is an AI startup that is also pushing | observed | artifact ↗ | 2026-10-08 | superseded | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M4EPD3WZX1QACVJ0NYV2VFQK", "signals": [{"quote": "I think the interesting thing about general intuition, and we've had their founder and CEO, Pim DeWitt, on the podcast | observed | artifact ↗ | 2026-10-08 | superseded | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M4EPD3WZX1QACVJ0NYV2VFQK", "signals": [{"quote": "speaking of that is a general intuition. They have a $6 billion valuation. This is an AI startup that is also pushing | observed | artifact ↗ | 2026-08-28 | superseded | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M4EPD3WZX1QACVJ0NYV2VFQK", "signals": [{"quote": "I think the interesting thing about general intuition, and we've had their founder and CEO, Pim DeWitt, on the podcast | observed | artifact ↗ | 2026-08-28 | superseded | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M4EPD3WZX1QACVJ0NYV2VFQK", "signals": [{"quote": "speaking of that is a general intuition. They have a $6 billion valuation. This is an AI startup that is also pushing | observed | artifact ↗ | 2026-08-28 | promoted | 0.50 |
signal.commentary | {"context": null, "run_ref": "01M4EPD3WZX1QACVJ0NYV2VFQK", "signals": [{"quote": "I think the interesting thing about general intuition, and we've had their founder and CEO, Pim DeWitt, on the podcast | observed | artifact ↗ | 2026-08-28 | promoted | 0.50 |
source.document.reference | {"kind": "video", "title": "TWiST E2312 — startup trying to buy PayPal — general-intuition", "source_id": "01KXRP7ZSCHCTYH7G6A3HGTHFJ-m-33451e9b5f35e849", "extract_ref": "artifact:sha256:2563df2435760 | observed | artifact ↗ | 2026-07-18 | normalized | 0.95 |
source.document.reference | {"kind": "podcast", "title": "traffic.megaphone.fm/TCML8259487707.mp3 — general-intuition", "source_id": "01M3VZYNKSRZZ4ZZRQ8J7MM1H2-m-33451e9b5f35e849", "extract_ref": "artifact:sha256:c30e2361c531d0 | observed | artifact ↗ | 2026-10-01 | superseded | 0.95 |
source.document.reference | {"kind": "podcast", "title": "traffic.megaphone.fm/TCML8259487707.mp3 — general-intuition", "source_id": "01M3VZYNKSRZZ4ZZRQ8J7MM1H2-m-33451e9b5f35e849", "extract_ref": "artifact:sha256:c30e2361c531d0 | observed | artifact ↗ | 2026-08-28 | superseded | 0.95 |
source.document.reference | {"kind": "podcast", "title": "traffic.megaphone.fm/TCML8259487707.mp3 — general-intuition", "source_id": "01M3VZYNKSRZZ4ZZRQ8J7MM1H2-m-33451e9b5f35e849", "extract_ref": "artifact:sha256:c30e2361c531d0 | observed | artifact ↗ | 2026-08-28 | normalized | 0.95 |
website_url | https://www.generalintuition.com | observed | enrichment | 2026-07-24 | normalized | 0.75 |
website_url | https://www.generalintuition.com | observed | artifact ↗ | 2026-07-24 | normalized | 0.95 |
website.homepage.has_pricing_link | false | observed | artifact ↗ | 2026-07-24 | normalized | 0.80 |