Destination
IDC warns of major PC market downturn due to memory crunch

The demand building out AI infrastructure has placed on PC component makers has already led to the death of one consumer-facing RAM brand, but a new report from the International Data Corporation (IDC) suggests it could have an even worse impact on the PC industry at large. In its worst-case-scenario model, the IDC predicts PC shipments could shrink by up to 8.9 percent in 2026 because of the high cost of memory."Instead of expanding conventional DRAM and NAND used in smartphones, PCs and other consumer electronics, major memory makers have shifted production toward memory used in AI data centers, such as high-bandwidth (HBM) and high-capacity DDR5," IDC writes. That's continued to drive up the price of the RAM that is available for PC makers, which has naturally led to them [...]

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Destination
RAMaggedon not expected to ease this year as IDC cuts 2026 PC market forecast again

We've been seeing all sorts of warnings about how RAMaggedon is nigh. The latest horseman signalling a disaster is the International Data Corporation, which had already cautioned that things were [...]

Match Score: 100.66

venturebeat
A 0.12% parameter add-on gives AI agents the working memory RAG can't

AI agents forget. Every time a coding assistant loses track of a debugging thread, or a data analysis agent re-ingests the same context it already processed, the team pays in latency, token costs, and [...]

Match Score: 73.77

venturebeat
DeepSeek’s conditional memory fixes silent LLM waste: GPU cycles lost to static lookups

When an enterprise LLM retrieves a product name, technical specification, or standard contract clause, it's using expensive GPU computation designed for complex reasoning — just to access stati [...]

Match Score: 65.50

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 [...]

Match Score: 60.84

venturebeat
Google PM open-sources Always On Memory Agent, ditching vector databases for LLM-driven persistent memory

Google senior AI product manager Shubham Saboo has turned one of the thorniest problems in agent design into an open-source engineering exercise: persistent memory.This week, he published an open-sour [...]

Match Score: 59.02

venturebeat
MIT's MeMo lets teams swap in a better LLM without retraining — 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 [...]

Match Score: 57.16

Destination
A lot of you panic-bought PCs to avoid RAMaggedon 2026

The specter of price hikes caused by the current AI-driven demand for memory and storage appears to have convinced a fair share of people to buy a new computer. According to data analyzed by Counterpo [...]

Match Score: 55.43

Destination
The best microSD cards in 2025

Most microSD cards are fast enough for boosting storage space and making simple file transfers, but some provide a little more value than others. If you’ve got a device that still accepts microSD ca [...]

Match Score: 50.95

venturebeat
Breaking through AI’s memory wall with token warehousing

As agentic AI moves from experiments to real production workloads, a quiet but serious infrastructure problem is coming into focus: memory. Not compute. Not models. Memory.Under the hood, today’s GP [...]

Match Score: 50.78