Manifold-Constrained Hyper-Connections: The Architectural Breakthrough That Might Redefine LLM Training

If mHC scales the way early benchmarks suggest, it could reshape how we think about model capacity, compute budgets and the ...
InfoWorld

Multi-token prediction technique triples LLM inference speed without auxiliary draft models

With reported 3x speed gains and limited degradation in output quality, the method targets one of the biggest pain points in production AI systems: latency at scale.

Guide Labs debuts a new kind of interpretable LLM

The company open sourced an 8-billion-parameter LLM, Steerling-8B, trained with a new architecture designed to make its ...
Science X Network

Theoretical Framework for LLM Data Markets Addresses Current Ethical, Societal Challenges

Science X is a network of high quality websites with most complete and comprehensive daily coverage of the full sweep of science, technology, and medicine news ...
Cryptopolitan

The problem with AI agent slop like “This is not X. It’s Y.”

If you think about it, there are no AI "agents", no "swarms", nothing "agentic" or "identic". These are just the latest buzzwords for the same invention: the ...
InfoWorld

How to choose the best LLM using R and vitals

Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...
XDA Developers on MSN

I started using my local LLM with Obsidian and should have done it sooner

Obsidian is already great, but my local LLM makes it better ...
Case Western Reserve University

Apply to the LLM for Internationally Educated Students

At Case Western Reserve University School of Law, we welcome students from around the world to pursue advanced legal training through our LLM programs. Designed for students educated outside the U.S., ...
Inside Higher Ed

Thinking About Personal Statements in the Age of AI

Here’s a question that I think lots of people in higher education may be confronting over the next few weeks: What should we do with the personal statement for graduate admissions? I’ve now seen ...
Wall Street Journal

Lawfare for Dummies, Monetary Edition

Fed Chair Jerome Powell says the criminal subpoena issued to him is about controlling interest rates and not any wrongdoing. Plus, the number of protestors killed in Iran continues to rise while ...
Semiconductor Engineering

Four Architectural Opportunities for LLM Inference Hardware (Google)

“Large Language Model (LLM) inference is hard. The autoregressive Decode phase of the underlying Transformer model makes LLM inference fundamentally different from training. Exacerbated by recent AI ...