• September 1, 2025
Cognitive Black Holes: Preventing AI Collapse

Artificial intelligence faces a hidden threat: cognitive black holes. When models are trained on their own outputs, they spiral into collapse—producing distorted, self-referential, and…

  • August 29, 2025
JEPA: A Predictive Alternative to Generative AI

JEPA, or Joint Embedding Predictive Architecture, is a new self-supervised learning framework that predicts abstract representations instead of generating raw data. Proposed by Yann…