Proof of Usefulness Report

AIRI

Analysis completed on 2/8/2026

+633
Proof of Usefulness Score
Category Standard

The project represents the Artificial Intelligence Research Institute (AIRI), a significant non-profit research organization based in Russia with ~350 researchers and notable outputs like the Kandinsky image generation model. While the entity itself is high-impact, innovative, and operates at a large scale, the submission quality is exceptionally poor (unprofessional username, vague claims like 'most people', and confusion between revenue and funding). The high score reflects the verifiable real-world value and scale of the institute, heavily adjusted for the submission's lack of direct evidence.

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Score Breakdown

Real World Utility+225
Audience Reach Impact+120
Technical Innovation+135
Evidence Of Traction+88
Market Timing Relevance+100
Functional Completeness+5
Subtotal+673
Usefulness Multiplierx0.94
Final Score+633

Project Details

Project URL
Description
AIRI is an autonomous non-profit organization engaged in fundamental and applied research in the field of artificial intelligence. Our mission is to create universal AI systems for solving real-world problems. The main goal of the Institute is to find opportunities for using AI to solve complex social, economic and scientific problems. Researchers from AIRI strive to achieve state-of-the-art results in the field of AI and its applications, participating in the formation of a global research agenda.

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