Model Showcase 2: New Architectural Approaches in Language Models

This column focuses on open-weight models from China, Liquid Foundation Models, performant lean models, and a Titan from ...

Decoding the Architecture of Intelligence: Neel Somani on the Mathematics of Model Routing

Neel Somani on the Mathematics of Model Routing LOS ANGELES, CA / ACCESS Newswire / January 21, 2026 / The rapid scaling of ...
Forbes

Revealing Secrets Of Large Language Models And Generative AI Via Markov Chain Mathematics

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. In today’s column, I closely examine an innovative way of ...

Agnik International is Developing New Scalable Distributed Machine Learning Architecture for Large Language Models and Physical AI Applications

Agnik International, a leading data science company with market-leading analytic products, today announced that they are developing a new distributed machine learning architecture based on decades of ...

This is AI’s core architectural flaw

Why large language models are stuck in Plato’s cave (and what comes next). Large language models feel intelligent because ...
Geeky Gadgets

Meta’s New AI Architecture and Large Concept Models are Redefining Intelligence

Meta has introduced a significant advancement in artificial intelligence (AI) with its Large Concept Models (LCMs). Unlike traditional Large Language Models (LLMs), which rely on token-based ...
Geeky Gadgets

Diffusion LLMs Arrive : Is This the End of Transformer Large Language Models (LLMs)?

The development of large language models (LLMs) is entering a pivotal phase with the emergence of diffusion-based architectures. These models, spearheaded by Inception Labs through its new Mercury ...
Fast Company

Are large language models the problem, not the solution?

There is an all-out global race for AI dominance. The largest and most powerful companies in the world are investing billions in unprecedented computing power. The most powerful countries are ...
The Lancet

CARDBiomedBench: a benchmark for evaluating the performance of large language models in biomedical research

Although large language models (LLMs) have the potential to transform biomedical research, their ability to reason accurately across complex, data-rich domains remains unproven. To address this ...

Arcee's U.S.-made, open source Trinity Large and 10T-checkpoint offer rare look at raw model intelligence

San Francisco-based AI lab Arcee made waves last year for being one of the only U.S. companies to train large language models (LLMs) from scratch and release them under open or partially open source ...
Ars Technica

Why AI language models choke on too much text

Large language models represent text using tokens, each of which is a few characters. Short words are represented by a single token (like “the” or “it”), whereas larger words may be represented by ...