Blog

Insights and updates from the Pnyx team

A‑VERT: How to Judge an AI By Its Answers, Not Its Code

A‑VERT offers a new way to judge AI by meaning, not mechanics—evaluating answers directly to ensure fair, transparent, and human‑aligned comparison across diverse models.

By Ramiro Rodriguez Colmeiro, Nicolas Aguirre

DEC 4, 2025•5 min read

A‑VERT: How to Judge an AI By Its Answers, Not Its Code

Decentralized Infrastructure

Architecting a Fair Marketplace for Decentralized AI

Pnyx is building foundational tools for decentralized AI, starting with a standardized evaluation framework that treats LLMs as black boxes and focuses on outcomes rather than model provenance.

Nicolas Aguirre, Ramiro Rodriguez Colmeiro

SEP 27, 2025•10 min read