Context degradation in LLMs: what the papers actually show, and the habits I built for long analysis sessions [R]
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Communities 6892 stories
Let the Machines In
Article URL: https://blog.semenzin.com/let-the-machines-in/ Comments URL: https://news.ycombinator.com/item?id=49147890 Points: 5 # Comments: 0
Adding Go's Defer to the TypeScript Compiler
Article URL: https://healeycodes.com/adding-defer-to-the-typescript-compiler Comments URL: https://news.ycombinator.com/item?id=49147853 Points: 8 # Comments: 1
Show HN: MicroCodex Coding Agent – OpenAI/codex reimplemented in C++ <1MB binary
Article URL: https://github.com/paoloanzn/microcodex Comments URL: https://news.ycombinator.com/item?id=49147842 Points: 7 # Comments: 1
TinyNES Review – A Super Niche NES Console
Article URL: https://blog.lon.tv/2023/02/05/tinynes-review-a-super-niche-nes-console/ Comments URL: https://news.ycombinator.com/item?id=49147760 Points: 4 # Comments: 0
[Paper] EdgeRazor: A Lightweight Framework for Large Language Models via Mixed-Precision Quantization-Aware Distillation
The EdgeRazor method uses an entropy-guided distillation process to better translate a teacher model's logit probability distributions into the student model's low-bit / mixed-precision hidden-layer features,…
My personal AI benchmark: "Generate an SVG of a frog with a Habsburg jaw."
Article URL: https://frogs.vaguespac.es/ Comments URL: https://news.ycombinator.com/item?id=49147622 Points: 22 # Comments: 11
EU rules on AI models become enforceable. What's going to change?
Article URL: https://www.euronews.com/my-europe/2026/08/02/eu-rules-on-ai-models-become-enforceable-whats-going-to-change Comments URL: https://news.ycombinator.com/item?id=49147606 Points: 6 # Comments: 0
Parlor v2: best-effort fully local GPT-Live clone on an M3 Pro
GPT-Live is so good that I use it almost every day. I've been wanting to replicate it since it was released. My first attempt was to…
Try handling complex tasks to your local models with GraphARC, graph engineering yes !
🚀 We just built our first real-time implementation of Graph Engineering, inspired by our experience building graph tooling used by 4,000+ developers. 🔗 Repo: https://github.com/CodeGraphContext/grapharc Have…
German carmakers flood jobs market with managers after wielding axe
Article URL: https://www.ft.com/content/e345d51f-11f7-4d4d-8f09-86dd3a225597 Comments URL: https://news.ycombinator.com/item?id=49147478 Points: 8 # Comments: 0
Europe EV Sales BEVs Jump 50% & Reach 26% Market Share
Article URL: https://cleantechnica.com/2026/08/02/europe-ev-sales-report-bevs-jump-50-reach-26-market-share/ Comments URL: https://news.ycombinator.com/item?id=49147450 Points: 6 # Comments: 1
'Crush this lady': how eBay harassment campaign led to $56M payout
Article URL: https://www.ft.com/content/06ec1b03-d4af-40cf-b12a-4ba5a410f6d2 Comments URL: https://news.ycombinator.com/item?id=49147435 Points: 12 # Comments: 1
DeepSeek-V4-Flash-0731: When Low is higher than High
I decided to test a few questions against DeepSeek-V4-Flash-0731. Locally, I was running Unsloth's UD-Q2_K_XL quant. After I saw the surprising shape of the results, I…
SwiftUI After 7 Years: A Story of Mediocrity
Article URL: https://ykvm.com/2026/07/swiftui-a-story-of-mediocrity/ Comments URL: https://news.ycombinator.com/item?id=49147263 Points: 51 # Comments: 18
DeepSeek-V4-Flash-0731: surpasses Fable-5, Sol & Kimi-K3 on Chess Benchmark
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Effective HTML
Article URL: https://www.effectivehtml.com/ Comments URL: https://news.ycombinator.com/item?id=49147222 Points: 5 # Comments: 1
Microsoft raises Xbox prices by up to 43%
Article URL: https://www.theverge.com/games/974253/xbox-prices-increasing-200-euros Comments URL: https://news.ycombinator.com/item?id=49147209 Points: 12 # Comments: 2
DSpark Benchmark Result on Deepseek v4 Flash 0731
TensorSharp supports DSpark on Deepseek v4 Flash 0731 now. Here is the benchmark result on 4x Nvidia A40 GPUs, cuda 12.8 with/without DSpark: Model: DeepSeek-V4-Flash-0731-UD-Q8_K_XL from…
The Myth of Snow Leopard
Article URL: https://www.rubenerd.au/the-myth-of-snow-leopard/ Comments URL: https://news.ycombinator.com/item?id=49146960 Points: 7 # Comments: 0
Looking for inference compute integration ideas – standard consumer 5090 PC, TB4/5 5090 eGPU, M3U 256gb Studio, & 14th Gen Dell Server
Before you roast me too hard, this is a hobby and all of this is just for fun. Would my stack be much more efficient and…
Harvesting SSH Credentials: Insights from My Honeypot Network
Article URL: https://uphillsecurity.com/articles/harvesting-ssh-credentials-insights-from-my-honeypot-network/ Comments URL: https://news.ycombinator.com/item?id=49146605 Points: 3 # Comments: 0
The Coldcard Disaster Gets Worse: The Hack May Have Reached $88.6M
Article URL: https://medium.com/mountain-movers/the-coldcard-disaster-gets-worse-the-hack-may-have-reached-88-6-af507b028594 Comments URL: https://news.ycombinator.com/item?id=49146372 Points: 19 # Comments: 2
Show HN: NixOS-DGX-Spark – Nix and NixOS on the DGX Spark
Try DGX Spark playbooks using Nix on DGX OS, or install NixOS on your DGX Spark for the full Nix experience. The repository provides USB images…