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 ...
Microsoft

Unifying Sparse Attention with Hierarchical Memory for Scalable Long-Context LLM Serving

Long-context LLM serving is bottlenecked by the cost of attending over ever-growing KV caches. Dynamic sparse attention promises relief by accessing only a small, query-dependent subset of the KV ...
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

Replacing GPU Compute Dies With PNM-Enabled HBM Cubes For Long-Context Decode Attention (UCSD, Columbia, Yonsei U., NVIDIA, Samsung)

A new technical paper, “AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving,” was published by researchers at UC San Diego, Columbia University, Yonsei ...
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

ai_arxiv_agent_memory.py

memory, multion, openai_client = Memory.from_config(config), MultiOn(api_key=api_keys['multion']), OpenAI(api_key=api_keys['openai']) user_id = st.sidebar.text_input ...
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 ...
National Geographic news

Cannabis may make you remember things that never happened

Studies show THC can influence multiple stages of memory formation, shaping not just what we remember—but how accurately we remember it. New research suggests THC may do more than blur memory—it can ...
Digi Times

Memory stocks rattled by TurboQuant, but demand outlook holds

Google Research's TurboQuant memory-compression algorithm has raised concerns that demand for AI-related memory could weaken, but South Korean experts and analysts say the market reaction may be ...
Forbes

PrismML Introduces The First Commercially Viable 1-Bit LLM

Forbes contributors publish independent expert analyses and insights. Analyzing tech stocks through the prism of cultural change. A team of Caltech mathematicians at PrismML just fit a full-power AI ...