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tomshardware.com › pc-components › cpus

AMD takes over MEXT for memory tiering tech that enables flash to appear as DRAM to applications — tech to 'address growing memory constraints' in the data center

… MEXT addresses memory efficiency challenges with an AI-based memory tiering technology that moves infrequently accessed data from expensive DRAM to NAND storage, which costs orders of magnitude less per unit of capacity, and in a way that's transparent to applications. …

Jun 15, 2026 · Anton Shilov

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r/amd · u/Cognoscope · May 6, 2026

AMD expects 20% decline in gaming revenue from 'higher memory and component costs' in the second half of the year — CEO Lisa Su warns of further memory crunch

Higher revenue & profits for enterprise AI mean that AMD consumer products will continue experiencing reduced volumes and higher prices. Convincing gamers to shift from AM4 to AM5 felt like a stretch that was immediately…

Hacker News · u/longtermop · 2w ago

Show HN: We cut >60% of tokens from agentic tasks by removing repeated context

Every agentic system I see has the same hidden tax: the model keeps rereading the same context.Tickets, Slack threads, docs, customer history, database notes, runbooks, logs, prior decisions. You can cache static prefixe…

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Hacker News · u/Alendronat · Apr 27, 2026

Obsidian-native memory for your Claude Code sessions

https://github.com/mnemos-dev/mnemos Mnemos turns Claude Code session history (the .jsonl files under ~/.claude/projects/) into a folder of refined markdown notes that your next Claude Code session reads as a brief…

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Hacker News · u/dabockster · Mar 24, 2026

Tell HN: Llamacpp now supports unified system RAM offloading on Linux

I'm a big fan of on-device AI inference for a million reasons, especially its potential to significantly reduce or even potentially eliminate the need for massive AI data center projects in the United States. But so far,…

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Hacker News · u/fabioconcina · 3w ago

Show HN: Claumon – forecasting Claude Code usage limits with a Gamma process

Anthropic's usage analytics dashboard is only available to Team and Enterprise org admins. On a Pro or Max plan all you get is /usage and the claude.ai usage page, which show where you stand right now but not where you'r…

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