Round 1 Winners!
Proof of Usefulness Report

Unstable Reality

Analysis completed on 3/11/2026

+27.2
Proof of Usefulness Score
You're In Business

Unstable Reality targets a high-demand niche by offering custom, private generative AI solutions (FLUX, Stable Diffusion, LLaMA) for creative agencies. However, the submission is significantly hindered by unsubstantiated and exaggerated claims, such as stating 'everyone' is the audience and 'most people have used my product'. Additionally, the reported metric of an 'all time marketcap: 500000' is vague and poorly defined for a 6-person boutique R&D lab. Due to the lack of verifiable traction and low response clarity, the project received heavily penalized quality multipliers.

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Score Breakdown

Real World Utility+7.50
Audience Reach Impact+1.00
Technical Innovation+10.50
Evidence Of Traction+0.63
Market Timing Relevance+8.50
Functional Completeness+0.50
Subtotal+28.63
Usefulness Multiplierx0.95
Final Score+27

Project Details

Description
CEO and Chief of Research of Unstable Reality, a boutique R&D lab focused on artificial intelligence. We are experts in automation and training of open-access AI models like FLUX, Stable Diffusion, and LLaMA. We research and develop solutions for image/video/voice/music/audio generation. We help ad agencies, creative studios, and large organizations build their own Midjourney or ChatGPT, private and powered by their intellectual property.

Algorithm Insights

Market Position
Growing utility with room for optimization
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