XDA Developers on MSN

High-VRAM GPUs aren't the future of local AI — unified memory and mixture of experts models are

GPUs are fast, but they have limited RAM. Unified memory machines are big, but they have less bandwidth.

AMD’s Ryzen AI Max 400 chip offers 192GB of memory, but getting your hands on one is another story

AMD's Gorgon Halo chips raise the memory ceiling to 192GB and make a compelling case for local AI compute.The Latest Tech ...
AOL

New memory structure helps AI models think longer and faster without using more power

Researchers from the University of Edinburgh and NVIDIA have introduced a new method that helps large language models reason more deeply without increasing their size or energy use. The work, ...
Geeky Gadgets

LangChain Memory Models : The Future of Conversational AI?

What if your AI could remember every meaningful detail of a conversation—just like a trusted friend or a skilled professional? In 2025, this isn’t a futuristic dream; it’s the reality of ...
Semiconductor Engineering

Characterization of GPU-based Inference for Reasoning-Centric LLMs (Micron, Argonne)

Researchers from Micron Technology and Argonne National Laboratory have released “Understanding Inference Scaling for LLMs: ...

‘RAMageddon’: is the era of cheap phones and laptops over?

Bargains are disappearing and the cost of gadgets such as MacBooks and PS5s is rising as AI competes for memory chips ...
Science Daily

Scientists reversed memory loss by recharging the brain’s tiny engines

Researchers have shown for the first time that malfunctioning mitochondria — the cell’s energy generators — may directly ...