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I accidentally turned LLM memory into program analysis :: pwning.systems
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279

I accidentally turned LLM memory into program analysis :: pwning.systems

Hacker News·about 1 month ago
#hi5Df3DS

Why I stopped trying to give LLM agents a better memory and instead built Lemmalog, a Datalog engine that maintains an agent's knowledge as analysis state, with provenance, retractions and incremental evaluation, plus what happened when I benchmarked it…

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Micron Unveils Micron Research Labs, a U.S.-Based Long-Horizon Innovation Hub to Shape the Future of Memory and AI
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Micron Unveils Micron Research Labs, a U.S.-Based Long-Horizon Innovation Hub to Shape the Future of Memory and AI

Hacker News·about 2 months ago
#fqqSLqBr

Backed by a $10 billion planned investment over the next decade, Micron Research Labs will unite academia, government, startups and industry to advance the memory and compute breakthroughs that will define the AI era BOISE, Idaho, Aug.…

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GitHub - fellowgeek/mcp-memory: An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.
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GitHub - fellowgeek/mcp-memory: An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.

Hacker News·about 2 months ago
#PBfgLdzd

An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents. - fellowgeek/mcp-memory

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GitHub - xoreaxeaxeax/skitter-creek-bath-salts: Unlocking _everything_ on the CPU with DRAM scrambling
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687

GitHub - xoreaxeaxeax/skitter-creek-bath-salts: Unlocking _everything_ on the CPU with DRAM scrambling

Hacker News·about 2 months ago
#FvNIK1wS
#github#dram#memory#core#alias#address

Unlocking _everything_ on the CPU with DRAM scrambling - xoreaxeaxeax/skitter-creek-bath-salts

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Now That 2027 RAM Manufacturing Capacity Has Reportedly Been Sold Through, It's Hard To Imagine the RAMageddon Ending Any Time Soon
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Now That 2027 RAM Manufacturing Capacity Has Reportedly Been Sold Through, It's Hard To Imagine the RAMageddon Ending Any Time Soon

Hacker News·2 months ago
#20L3SybZ
#ign#capacity#memory#companies#sold#article

A new report suggests that all three memory manufacturers — Samsung, SK Hynix, and Micron — have collectively sold through their 2027 memory manufacturing capacity to AI companies.

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Zero-Mem: Zero-Token Memory Operations for LLM Agents
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Zero-Mem: Zero-Token Memory Operations for LLM Agents

Hacker News·2 months ago
#PTeREf0h
#arxiv#memory#zero#context#xiao#long

LLM agents need memory to act consistently over long interactions, yet many systems use additional LLM calls to operate that memory. Generating intermediate records and mediating their retrieval adds recurring token and time costs, while omitted or merged…

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Attention Decode on AMD MI450 GPUs: A Gluon Kernel Optimization Guide
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Attention Decode on AMD MI450 GPUs: A Gluon Kernel Optimization Guide

Hacker News·2 months ago
#pjwLwqg3
#rocm#kernel#memory#attention#mi450#wmma

Learn how to design a high-performance attention decode kernel on AMD MI450 GPUs using Gluon.

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A very concrete explanation of how a cache works
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A very concrete explanation of how a cache works

Hacker News·3 months ago
#yJRkK32e
#parksb#cache#memory#address#index#photo

KO | EN As technology has advanced, processor speed has risen quickly, but memory speed hasn’t kept up. No matter how fast a processor is, if memory responds slowly the whole system ends up slow. The device that addresses this is the cache.…

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