viniburilux

An Analysis of Structural Failures in Attribution and Provenance for Generative AI Systems. 1.0 The Case: A Factual Overview The lawsuit initiated by The New York Times against OpenAI and Microsoft serves as a critical reference incident for the artificial intelligence industry. This document will not analyze the legal merits...

Preprint (v1) now available on Zenodo (CC-BY): https://doi.org/10.5281/zenodo.17553259 I am sharing preliminary experimental results on cross-model semantic convergence across multiple LLM architectures. The primary goal of this post is to request methodological critique and independent replication. Summary of the finding: Using a standardized input protocol (Fractal Input Protocol, PFI), we...