General Intuition logo
AI/ML
Hardware/Robotics
Data/Analytics

General Intuition

Action and world models for embodied AI

New York City· 16 roles

CORE INFO

$220M
Total Funding
2025
Founded
11-50
Team Size
New York City, United States
Headquarters

General Intuition builds AI models that perceive changing environments, predict what will happen, and choose actions. It sells selective API access to gaming, simulation, and robotics partners, using gameplay data to train systems for virtual and physical-world applications.

  • Latest financing: $220 million on September 29, 2026, at a reported $6.2 billion valuation; Valor Equity Partners and Atreides led the round, with participation from Seven Seven Six, Point72, Khosla Ventures, and General Catalyst.gamesbeat.comtheinformation.com
  • Medal, the affiliated gameplay platform, had 10 million monthly active users and about 2 billion gameplay videos uploaded per year, according to October 2025 reporting.techcrunch.com
  • TechCrunch reported that General Intuition had a handful of customers across gaming, simulation, and robotics, while noting that reliable physical-world performance at scale remained unproven.techcrunch.com

WHY WE WOULD WORK AT GENERAL INTUITION

Build Embodied Intelligence

Help create action and world models that let AI perceive environments, predict outcomes, and act in real time—moving intelligence beyond language into space and time.

Advance World Models

Work on frontier systems like MIRA, a playable multiplayer world model trained on roughly 10,000 hours of gameplay data and running at about 20 frames per second.

Turn Play Into Data

Use Medal's enormous action-labeled gameplay ecosystem—billions of clips uploaded annually—to study how visual observations, player decisions, and outcomes connect.

Shape Physical AI

Contribute to ambitious applications spanning gaming, simulation, drones, autonomous systems, and robotics, including demonstrations with quadruped robots and other devices.

Solve Hard Research Problems

Join a team working across world modeling, policy learning, computer vision, video modeling, robotics, and large-scale training on challenging questions about simulation-to-reality transfer.

Grow With Major Backing

General Intuition has raised more than $650 million, including a $220 million round at a reported $6.2 billion valuation, providing substantial resources for research, infrastructure, and expansion.

MARKET AND TRACTION

GROWTH TACTICS

  • Expanding from gaming into simulation, robotics, drones, autonomous systems, and physical-world applications by commercializing action and world models.

  • Building selectively with early partners through commercial API access before broader availability, while leveraging Medal's gameplay-video ecosystem for training data.
  • KEY METRICS

    ✦ KEY METRIC
  • General Intuition has raised approximately $673.7 million across its disclosed financings, including a $133.7 million seed, a $320 million Series A, and a $220 million latest round.

  • Its latest reported valuation is $6.2 billion, while MIRA was trained on approximately 10,000 hours of gameplay data and runs at about 20 frames per second.

  • Medal, the affiliated data platform, has been reported at approximately 10 million monthly active users and up to 3 billion gameplay videos uploaded annually.
  • NOTABLE CUSTOMERS

  • Named paying customers have not been publicly disclosed.

  • The company reports initial commercial partners across gaming, simulation, and robotics, while Kyutai and Epic Games are publicly identified collaborators on MIRA rather than confirmed customers.
  • COMPETITIVE ADVANTAGE

  • General Intuition trains models on gameplay video paired with action labels showing which controls players pressed and when, connecting visual observations with decisions and outcomes.

  • Its affiliation with Medal provides access to a large gameplay-data ecosystem, while its research combines world modeling, policy learning, spatial-temporal reasoning, and real-time control.
  • SERVICES

  • Provides selective commercial API access to action and world-model capabilities for gaming, simulation, and robotics partners.

  • MIRA is a publicly demonstrated playable multiplayer world model that predicts interactive game environments and responds to player and agent inputs.
  • PRODUCT AND TECH

    Action Models

    AI models that select and execute actions from visual input, enabling agents to perceive environments and make real-time control decisions.

    World Models

    Models that predict how environments respond to actions, supporting spatial-temporal reasoning, simulation, and planning in dynamic virtual or physical settings.

    MIRA World Model

    A playable multiplayer world model trained on approximately 10,000 hours of gameplay data and running at about 20 frames per second.

    Action-Labeled Data

    Training data that pairs gameplay video with the controls players pressed and when they pressed them, connecting observations to decisions and outcomes.

    Commercial Model API

    Selective API access to General Intuition's action and world-model capabilities for partners in gaming, simulation, and robotics.

    COMPANY CULTURE

    Values

  • Learn through play, exploration, and experimentation

  • Build intelligence that perceives, predicts, and acts in space and time

  • Extend AI from virtual environments into the physical world

  • Collaborate with creative professionals rather than compete with them
  • Operating Principles

  • Pursue ambitious frontier research and difficult technical problems

  • Combine action models with world models to understand consequences

  • Ground research in real-time interaction, spatial reasoning, and control

  • Move from research demonstrations toward practical partner applications
  • Work Style

  • Work across AI research, infrastructure, computer vision, robotics, and large-scale training

  • Favor interdisciplinary collaboration between researchers and engineers

  • Use gameplay and interactive environments for rapid experimentation

  • Operate with the intensity of a small, fast-moving frontier lab
  • Learning & Growth

  • Seek applicants who are obsessed with hard technical problems

  • Relentlessly pursue challenging research questions

  • Learn from repeated interaction, exploration, and failure in simulated environments

  • Develop expertise across world models, policy learning, video, and embodied AI
  • COMPENSATION SNAPSHOT

    A
    Comp score vs cohort
    vs. AI/ML · Series A · US
    Based on publicly available compensation ranges from job postings; exact compensation may vary.
    Designn = 3
    $180K – $220Kmedian $200K
    New York
    Engineering IC3n = 9
    $180K – $275Kmedian $228K
    New York
    Engineering IC4n = 3
    $180K – $300Kmedian $240K
    New York
    US-only in v1 · only categories with n > 2 shown · in-person / hybrid / remote treated separately where n ≥ 3

    HIRING SIGNAL

    16
    Open roles on their careers page
    Snapshot via live ATS poll
    —
    Net new roles in the last 90 days
    Available once weekly history accrues
    90-Day VelocityV2 · BACKFILL
    Trend builds weekly as historical rows accrue
    By Function
    Breakdown of open roles
    Data · 1
    Other · 1
    Design · 2
    G&A · 1
    Operations · 1
    Engineering · 10
    Top Locations
    Where hiring is concentrated
    Remote-eligible postings counted separately
    New York City
    16
    SourcesGreenhouseLeverAshbyWorkableSmartRecruitersRipplingRecruiteeFallback · Wellfound, YC Work-at-a-Startup, careers-page scrape

    KEY COMPANY ANNOUNCEMENTS

    Filter
    9 announcements · ranked by importance
    Jun 25, 2026FOUNDER PROFILEGeneral Intuition's $2.3B bet that video games can train AI agents for the real world | TechCrunchtechcrunch.com
    Aug 24, 2026FUNDINGValor, Point72 back General Intuition at $6B valuation as AI startup pushes into robotics | TechCrunchtechcrunch.com
    Oct 16, 2025FUNDINGGeneral Intuition lands $134M seed to teach agents spatial reasoning using video game clips | TechCrunchtechcrunch.com
    Mar 19, 2026ESSAYWorld Models: Computing the Uncomputablenotboring.co
    Oct 31, 2025INTERVIEWPim De Witte on Turning Down $500 Million from OpenAI… Then Raising $134Mpodcasts.apple.com
    Dec 9, 2025INTERVIEWInside General Intuition’s Push to Build Embodied AI Agentsnaavik.co
    Jan 1, 2026PRODUCTMIRAmira-wm.com
    Dec 18, 2023INTERVIEWGeneral Intuition Co-founder Pim de Witte on Growing Medal to 10+ Million Gamerspodcasts.apple.com
    Oct 1, 2025EXEC HIREHi all, I’m super excited to share what we’ve been working on the last few months. I left Epic this summer to join General Intuition as their Chief Product Officer. I’ve known Pim de Witte for 4+… | Kent Rollins | 83 commentslinkedin.com