VentureBeat

MeMo's memory model lets teams upgrade their LLM without retraining it — and performance jumps 26%

Enabling LLMs to acquire new knowledge after training remains a major hurdle for enterprise AI — current solutions are either too expensive, too slow, or constrained by context window limits. MeMo, a ...
IEEE

JADE: Joint Architecture-Dataflow Exploration for LLM Inference on Heterogeneous In- and Near-memory Computing Systems

Abstract: Large Language Model (LLM) inference challenges memory/computing organization and dataflow optimization on traditional hardware stacks due to its various attention mechanisms and ...
Semiconductor Engineering

Four-Tier Memory Hierarchy for LLM Reasoning (USC, UW)

A new technical paper, “Not All Thoughts Need HBM: Semantics-Aware Memory Hierarchy for LLM Reasoning,” was published by researchers at USC and University of Wisconsin-Madison. “Reasoning LLMs produce ...
TechSpot

Researchers unveil NAND-DRAM hybrid that could outperform traditional memory

The big picture: With memory prices skyrocketing, tech companies are exploring new ways to reduce the cost of AI development. Earlier this year, Google detailed its TurboQuant compression technique, ...
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 cause cognitive decline in neurodegenerative diseases. By creating a new tool ...
Science Daily

Massive brain study reveals why memory loss can suddenly speed up with age

A massive international brain study has revealed that memory decline with age isn’t driven by a single brain region or gene, but by widespread structural changes across the brain that build up over ...
Hackaday

An LLM From “Scratch”

Reading a book about bowling is not the same as actually bowling. If that resonates with you and you want to learn more about large language models, check out the LLM From Scratch project. The ...
The Conversation

Photographic memory is a myth – here’s what research really says about remembering

Hollywood loves a superpower. Not all involve capes or cosmic rays. Some are cognitive: characters who can remember everything. In movies and on TV, viewers repeatedly encounter those with ...
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 ...
PC World

Investigation: RAM prices are falling. Don’t fall for it

Rising prices are the biggest tech story of 2026. Well, the biggest consumer tech story, anyway — the biggest story in a broader sense is “AI” in general. And that’s the answer to why prices are going ...
GitHub

Run any local LLM with persistent memory.

you type ─ auto-extract facts ─ hybrid recall ─ agent loop ─ streamed reply │ │ │ SQLite memory.db BM25 + vector + tool calls graph, fused by RRF ...