COLLAPSE of Personal Computing | Investigation Into the Destruction of Ownership
My New Linux PC
ASRock NUC BOX-358H Hands On: An Intel Core Ultra Mini PC with a Twist!
Intel, AMD, Arm, RISC-V / The AI Hardware Podcast S2E3
Highlights and Predictions in Chip Evolution
A Perfect Homelab Motherboard That You Can't Buy (ASRock IMB-X1231)
…And memory is a strategic asset; you need more memory, you need faster performance memory in order for AI to be able to deliver its full capabilities. This is inference inflection. As…
…A memory module maintains user- and project-specific experience that grounds planning decisions in each user's research history. A label-free policy learning converts free-form feedback into persistent parameter updates…
…available, but it has several memory partners lined up to support the feature. We don’t know much about how EXPO ULL works, and more specifically, where AMD is finding improvements compared…
…lower memory utilization and intelligent checkpointing. There's also support for Nvidia's NVFP4 format, which can maintain model accuracy while also reducing the memory bandwidth. High-spec only To…
…The 72 GB capacity is a full-on 50% VRAM upgrade, allowing for more options and giving users the ability to run larger LLMs and AI agents. And it's not just…
…spurred memory makers to incorporate both the physical signaling interface and advanced memory command protocols into serial flash and serial pseudo-SRAM (PSRAM) devices. Those protocols, however, fractured into manufacturer-specific versions…
…You always need to have reached Darling Level 30 Affection with the character in question, and pulled one of two specified 5-star Solar Memories for that character from the gacha. Memory…
As the title states, my build is indeed able to run a 1 trillion parameter model (in this case Kimi K2.5) locally at ~4 tokens/second. I thought r/LocalLLaMA would be interested in the build due to that stat line, and al…
Hi HN — I built this in my off-hours over the last 3 months. Sharing now because I just filed the provisional patent yesterday (US 64/050,345) and the repo is freshly public.The frustration that started it: every time I …
2026-05-07 edit: I have updated the hardware based recommendations with more focus on quality. I do not recommend q4_0 KV cache anymore beyond 64k context. After multiple rounds of testing with the different size quants,…
Hi HN, I’m announcing a major update for the Turkish Sieve Engine (TSE). We have just published comprehensive and deterministic distribution statistics across the entire 10^14 range.What we've achieved:Full Spectrum Stat…
Build is done. 16 DGX Sparks on the fabric, all hitting line rate. Setup was time consuming but honestly smoother than I expected. Each Spark runs Nvidia’s flavor of Ubuntu out of the box with mostly everything pre insta…
…how to establish a more economical and scalable memory configuration across GPU, DRAM, and SSD, on-premises. Running large language models today often requires high-end GPUs, creating high deployment barriers and…
…However, rising memory prices are affecting the profit of other Samsung businesses. Mobile and network division profit fell 35% to 2.8 trillion won, due to higher component costs, and the display…
…the stored knowledge and the retrieval mechanism that queries it. We present EvolveMem, a self-evolving memory architecture that exposes its full retrieval configuration as a structured action space optimized by an…