Proof of Usefulness Report

General Intuition

Analysis completed on 2/4/2026

+798
Proof of Usefulness Score
Unicorn Utility

General Intuition is a high-profile AI research lab spun out of Medal.tv, having raised a massive $133.7M seed round in late 2025. While the submission form was filled out poorly (listing 'Team Size: 0' and vague traction claims), external verification confirms the project's legitimacy, significant funding, and access to a unique dataset of 2 billion gaming videos (via Medal.tv) for training spatial-temporal reasoning agents. The project represents a top-tier innovation in 'World Models' and sim-to-real transfer, justifying a high score despite the casual submission quality.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+17.0
Technical Innovation+13.8
Evidence Of Traction+23.75
Market Timing Relevance+9.5
Functional Completeness+0.5
Subtotal87.05 (out of 100)
Usefulness Multiplierx0.917
Final ScoreNaN

Project Details

Project URL
generalintuition.com
Description
General Intuition is a research lab focused on developing advanced AI agents and foundation models capable of deep spatial and temporal reasoning. They leverage large-scale video interaction data and simulated environments to train AI systems that can understand dynamics, plan across time, and operate in novel settings. Their ultimate goal is to create general-purpose agents that can transfer learning from domains like gaming to robotics and other real-world applications, supported by robust data generation, evaluation, and safety infrastructure.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline