How DeepSeek’s DSpark Makes LLMs 85% Faster Without Retraining

DeepSeek has introduced DSpark, an open-source speculative decoding method that accelerates LLM inference by up to 85% ...
techtimes

NVIDIA’s New LLM Decodes 6x More Tokens Without an Auxiliary Draft Model

Any engineer currently running Eagle3 or a multi-token-prediction setup to speed up their LLM inference now has a compelling reason to look at the alternative NVIDIA's research team published Tuesday.
Sports Illustrated

Spain Predicted Lineup vs. Saudi Arabia—World Cup Group H

A draw in its World Cup opener against Cabo Verde has heaped the pressure on Spain ahead of Sunday’s meeting with Saudi Arabia. Luis de la Fuente’s side fell well short of expectations as they failed ...
XDA Developers on MSN

I tested Google's new Gemma 4 12B on my 8GB GPU, and now I don't want to go back to smaller models

Not bad for limited hardware ...
VentureBeat

Google's new open source Gemma 4 12B analyzes audio, video — and runs entirely locally on a typical 16GB enterprise laptop

Credit: VentureBeat made with OpenAI ChatGPT-Images-2.0 While many AI open source model providers are pursuing larger and more powerful models, Google is still giving attention to the smaller, more ...
Geeky Gadgets

Why Prompt Caching is the Secret to Slashing Your AI Costs By 90%

Prompt caching has become a vital strategy for managing the rising costs of large language model (LLM) operations. By reusing previously computed data, this approach minimizes redundant computations, ...
GSM Arena

MediaTek unveils Dimensity 8550 with LLM Booster and support for Gemini Nano V3

Earlier this year, MediaTek unveiled the Dimensity 8500, a 4nm (TSMC N4P) chipset with all-big CPU cores (eight Cortex-A725) and a Mali-G720 MC8 GPU. Now the company is refreshing that chip as the ...
Scientific American

A third of Americans say they’ve asked AI to decode their medical results

When Judith Miller received the results of a medical imaging study last year, the 77-year-old Wisconsin resident did what many patients nowadays do: she asked AI to explain them. Claude, a large ...
Forbes

Making Sense Of What’s Really Going On Inside AI By Using Newly Devised Natural Language Autoencoders

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. This voice experience is generated by AI. Learn more. This ...
The Verge

Dara Khosrowshahi on replacing Uber drivers — and himself — with AI

Posts from this author will be added to your daily email digest and your homepage feed. is editor-in-chief of The Verge, host of the Decoder podcast, and co-host of The Vergecast. Today, I’m talking ...
Semiconductor Engineering

Microarchitecture Tailored to 3D-Stacked Near-Memory Processing LLM Decoding (U. of Edinburgh, Peking U., Cambridge et al.)

A new technical paper, “Rethinking Compute Substrates for 3D-Stacked Near-Memory LLM Decoding: Microarchitecture-Scheduling Co-Design,” was published by researchers at University of Edinburgh, Peking ...