Cyber Defense Magazine

The New AI Arsenal: Why LLMs and Transformers Matter for CISOs

As Chief Information Security Officers (CISOs) and security leaders, you are tasked with safeguarding your organization in an ...
BW Businessworld

How Apple's Mac Became The World's Best AI PC

But he might just as easily be describing the quiet conviction — held now by a growing number of founders, developers and ...

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 ...

What 13 months of data reveals about LLM traffic, growth, and conversions

An analysis of LLM referral traffic shows low volume, rapid growth, shifting citations, and an 18% conversion rate.
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.

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 ...

Why The LLM Fail At Basic Math (And How To Fix It)

When your AI assistant calculates revenue, bonuses, VAT or financial summaries, it isn’t doing math. It’s telling a convincing story about numbers.

Researchers baked 3x inference speedups directly into LLM weights — without speculative decoding

Researchers from the University of Maryland, Lawrence Livermore, Columbia and TogetherAI have developed a training technique that triples LLM inference speed without auxiliary models or infrastructure ...