23 stories
The future of local AI is agentic and requires multiple agents to share one machine: one agent summarising your emails overnight, one watching your health data and one doing the shopping, while you are still able to chat and ask questions in between.
Article URL: https://github.com/prabanta-dev/janas Comments URL: https://news.ycombinator.com/item?id=50063717 Points: 22 # Comments: 8
M3 runs via Ollama Cloud or needs 75GB+ local. Qwen 3.7 has no open weights yet. Here's what actually works today for local agents.
Llama 3 is a capable generalist, but that's exactly the problem when you need an agent that reliably outputs structured JSON for a specific API.
AIE NYC leadership tickets will sell out tomorrow, while for SF folks, AIE CODE applications are still open for the top agentic engineers in the world.
Unsloth's October 6 security overview explains how Studio checks code, weights, packages and tools before anything runs. Custom model code is scanned and approval is bound to its fingerprint.
Agents are unlocking enormous productivity gains for customers, but their ability to work across files, networks, and applications can introduce new security risks.
Agents are creating a foundational shift in how people get things done, unlocking new levels of productivity and capability on the PC. As agents become part of everyday work, they also raise the bar for compute, security, a The post Building Windows for hybrid intelligence appeared first on Windows…
Pour one out for Mistral, who shipped a decent Large 4 “Le Chonk” model on the new 3800 GB300 cluster funded by their recent Series D.
A local LLM on a daily-driver Windows desktop. Every video call cut its speed by up to 10x, and vLLM never reported an error. The decisive test, the VRAM math, and the configuration change that stopped it.
AMD is getting ahead of an expected RTX Spark launch later this week with a few benchmarks for its flagship Gorgon Halo chip, the Ryzen AI Max+ Pro 495.
Article URL: https://github.com/Niko1221/Strata Comments URL: https://news.ycombinator.com/item?id=49953495 Points: 146 # Comments: 54
... but you can’t try it yet unless you are “government users and trusted cyber defenders in the Fairwind Program”
Three machines, one model, one agent. A field report on what actually changed, and what I’d keep if I started over.
How to fix CVE-2026-93348: upgrade unsloth-zoo to 2026.8.14+ and unsloth to 2026.8.20+. Malicious Hugging Face model config.json model_type injects code into Unsloth exec path.
Verified benchmarks, licences and first-party prices for GLM 5.2, Sonnet 4.6 and MiniMax M3, updated for GLM 5.3, Sonnet 5 and Opus 5.5.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Steve Yegge has been very popular and loud in his gung ho adoption of tokenmaxxing, so it is sobering to see him now shut down Gas Town and admit that despite spending many thousands a month on coding agent subscriptions… he only ever built Gas Town with it:
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