Unite.AI

Multiverse Computing’s 4-Bit Healing Beats Full-Precision Model

Multiverse Computing published a technique on August 25, 2026 that inverts one of the most reliable tradeoffs in model ...

Vector Solutions Expands AI Literacy Training to Help K-12 Schools and Higher Education Institutions Build AI-Ready Students, Educators, Faculty, and Staff

Today, Vector Solutions, the leading higher education and K-12 student success and institutional performance platform, announced the expansion of its education course libraries with a new suite of AI ...
GitHub

KLQ: Geometry-aware LLM quantization, per-direction bit allocation priced by measured KL divergence given injected perturbation.

The whole Qwen 2.5 0.5B pipeline, including the sampling from each layer, the eigenvalue decomposition, the KL damage measurements using 4 windows and 512 tokens per window, took ∼5 hours to compute ...