Freedom: The Rise Of The LLM-Agnostic, Token-Efficient Agentic System

Companies once measured AI by tokens burned. The real metric is whether your workflows survive when one lab pulls the model ...
XDA Developers on MSN

I tried Google's new DiffusionGemma, and watching it generate text like an image is unlike any local LLM

Google recently released DiffusionGemma, and it's weird in the best way.
i-SCOOP

Token minimizing, how to cut LLM costs without losing quality

Token minimizing is the fastest way to lower LLM costs and latency. Learn practical techniques: prompt trimming, compaction, ...

Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

LCLMs compress LLM context before decode — 8.8x faster at 16x compression, beating every KV cache method tested. Open-sourced by NYU and Columbia.

The world of AI tokens — and why they matter

When it comes to AI, tokens are the coin of the realm. Here’s how to understand their importance to both users and AI vendors ...
XDA Developers on MSN

My local LLM is helping me use Claude more effectively, and it's the perfect one-two punch for my workflow

I stopped throwing everything at Claude Code ...
InfoWorld

33 LLM metrics to watch closely

Look to these key metrics and benchmarks to evaluate the performance, capability, reliability, and safety of your AI models ...

Parallel Works Brings AI Under One Governed Gateway

Parallel Works, provider of the ACTIVATE control plane for hybrid multi-cloud computing resources, today announced new AI ...