Jamesob's guide to running SOTA LLMs locally
Article URL: https://github.com/jamesob/local-llm Comments URL: https://news.ycombinator.com/item?id=48775921 Points: 276 # Comments: 125
Article URL: https://github.com/jamesob/local-llm Comments URL: https://news.ycombinator.com/item?id=48775921 Points: 276 # Comments: 125
<p>The abundance that AI promises to deliver represents an enormous and radical opportunity – a chance to reconnect with the ancient project of how to live</p><p>For a long time humanity has dreamed about a life free of toil, spent largely in leisure, learning and pleasure.</p><p>Now that AI has arrived, what if it was<strong> </strong>the thing that finally delivers us into a post-work future?</p> <a href="https://www.theguardian.com/commentisfree/2026/jul/04/ai-disruption-dystopia-dont-need-to

Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. RSS 2026 : 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems : 29 July–4 August 2026, PRAGUE Actuate 2026 : 18–19 August 2026, SAN FRANCISCO IROS 2026 : 27 September–1 October 2026, PITTSBURGH Enjoy today’s videos! NASA is considering a mission

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Balancing context capability against cost, speed, and data The post Long Context vs. Short Context Model: When Does a Long Context Model Win? appeared first on Towards Data Science .
Article URL: https://www.hugedomains.com/domain_profile.cfm?d=dropway.com Comments URL: https://news.ycombinator.com/item?id=48775856 Points: 2 # Comments: 0
<p>Emails sent between MP Anoulak Chanthivong’s staff take cautious approach to AI giant arriving in Sydney – despite the government’s encouragement</p><ul><li><p>Get our <a href="https://www.theguardian.com/email-newsletters?CMP=cvau_sfl">breaking news email</a>, <a href="https://app.adjust.com/w4u7jx3">free app</a> or <a href="https://www.theguardian.com/australia-news/series/full-story?CMP=cvau_sfl">daily news podcast</a></p></li></ul><p>The NSW technology minister’s office removed a referenc

<p> Claude for investing in perpetuals </p> <p> <a href="https://www.producthunt.com/products/farao?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1187238?app_id=339">Link</a> </p>
<p>The June edition of my <a href="https://github.com/sponsors/simonw/">sponsors-only monthly newsletter</a> is out. If you are a sponsor (or if you start a sponsorship now) you can <a href="https://github.com/simonw-private/monthly/blob/main/2026-06-june.md">access it here</a>.</p> <p>This month:</p> <ul> <li>Claude Fable 5, GPT-5.6, and US export restrictions</li> <li>GLM-5.2 is the new best open weights model</li> <li>Tokenmaxxing is so over</li> <li>Datasette Apps</li> <li>sqlite-utils and s
I use Claude Code on a Max plan, and the usage limits, like for all of us (and esp. with dedicated Fable limits now) dictate how I will plan my day/sessions. It was super goddamn annoying clicking the usage wheel (perhaps this frustration is shared with /usage in terminal or CLI but I only use the desktop app), so I built this to poll Anthropic endpoint every 60 seconds and stay in my menu bar so I can always just glance up to see where I'm at. build stuff: native Swift/AppKit, a single binary u
Article URL: https://github.com/ynnk-research/Modular-Assembly-of-High-Performance-Logical-Blocks Comments URL: https://news.ycombinator.com/item?id=48775570 Points: 1 # Comments: 0
Article URL: https://taskpeace.com/ Comments URL: https://news.ycombinator.com/item?id=48775484 Points: 2 # Comments: 0
Article URL: https://github.com/m6r-ai/humbug Comments URL: https://news.ycombinator.com/item?id=48775243 Points: 1 # Comments: 0
Article URL: https://zalous.com/ Comments URL: https://news.ycombinator.com/item?id=48775220 Points: 1 # Comments: 0
<img class="webfeedsFeaturedVisual" src="https://lawfare-assets-new.azureedge.net/assets/images/default-source/article-images/scaling-laws-logo.jpg?sfvrsn=7a7b38eb_3" /><p>Kal Clark, co-founder of Zauron Labs, joins Kevin Frazier, the AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to explain how AI is already reducing diagnostic errors in radiology.<br /></p><p>Kal details how Zauron’s AI system functions as a second-look safety layer, revie
At the event "The Briefing: AI for Science" earlier this week, Anthropic announced Claude Science, a new "AI workbench for scientists" that pulls fragmented tools and datasets into one environment, and generates figures and visuals. Anthropic, already dominating the industry with its popular coding tools and powerful AI models, framed the launch around what it […]

no aggregator spam, direct employer links Comments URL: https://news.ycombinator.com/item?id=48774826 Points: 1 # Comments: 0
Article URL: https://github.com/Faultsense/faultsense-agent Comments URL: https://news.ycombinator.com/item?id=48774802 Points: 7 # Comments: 1
Most "LLM wikis" use agents, embeddings, and repeated model calls to organize local notes. I built a deterministic alternative: a pure Python compiler that turns messy markdown into a linked, linted wiki using only the standard library. Along the way, I fixed two real bugs, benchmarked the pipeline on two operating systems, and showed why a compiler is often a better fit than an agent for mechanical text organization. The post LLM Wikis Are Over-Engineered — I Replaced Mine With a Pure Python Co
I have noticed recently that Claude Code often sounds condescending, especially when explaining things. I feel being treated like child, gives me an impression of watching a Sesame Street episode, instead of working with a tool. Just today I ran Claude Code with Sonnet 5 and, to compare, OpenCode with a local Qwen 3.6, and asked both to explain me a pull request, same prompt, same CLAUDE.md file. Here are some excerpts: Sonnet title: "Teaching the program to speak JSON" Qwen title: "JSON deseria
Currently there doesn't seem to be anyone trying to simulate the tradeoffs between a singleton and a multipolar setup. Or looking at other tradeoffs like hidden and known agents, homogenous vs diverse agents and others. With LLMs it seems like we have a sandbox to test some of these things. Is this wrong? Comments URL: https://news.ycombinator.com/item?id=48774713 Points: 1 # Comments: 0
As a long time technical founder and startup accelerator program manager, I always thought there have to be a way to gather the early stage startup ecosystem together to help founders in a single platform. We have built Foundera that combines founder profiles, AI startup tools, and ecosystem matching for early stage founders to solve this problem. Try Foundera and tell me what you think, give us some feedback, I think we can improve and grow this app with your feedback in a better way. It's in b
Article URL: https://github.com/CKL75/semantic-manifest-specification Comments URL: https://news.ycombinator.com/item?id=48774528 Points: 1 # Comments: 0
Article URL: https://read.misalignedmag.com/when-ai-comes-to-the-workplace-ethics-employee-empowerment-and-privacy-7e9bb45cd7e4 Comments URL: https://news.ycombinator.com/item?id=48774523 Points: 1 # Comments: 0
At the U.S. celebrates 250 years of independence and 70 years of its highway system, an expert looks at the future of autonomous transport. The post Quarterhill discusses transport modernization as U.S. marks 70 years of federal highways appeared first on The Robot Report .

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Most verticals aren’t clean, well-oiled SaaS databases; the reality is ugly documents, proprietary schemas, implicit workflows, and long‑running tasks that most general-purpose models struggle with. This prompted construction project management company Trunk Tools to build a specialized, three-layer architecture — perception, semantics, agents — based on highly-detailed data to support high-accuracy, highly-relevant industry automation. Their purpose-built stack has shrunk review cycles from mon

In the AI slop-loaded, algorithm-powered modern reality, trends come and go - and the tech industry is no different. For the last few years, The Verge staff has compiled a selection of things that are IN for summer and OUT for summer - and each time there are some strong feelings. (Here are the last […]

A closer look at why users don’t need more tools in their daily lives. What they need are seamless integrations of useful features to match already existing, established mental models. Brought to you by Design Patterns For AI Interfaces , **friendly video course on UX** and design patterns by Vitaly.

Article URL: https://arxiv.org/abs/2607.02501 Comments URL: https://news.ycombinator.com/item?id=48774455 Points: 1 # Comments: 0
Article URL: https://chromewebstore.google.com/detail/spark-kne-verify/ncegakjnphdojnjlohobacncplbkbfdc Comments URL: https://news.ycombinator.com/item?id=48774438 Points: 1 # Comments: 0
Article URL: https://www.chronicle.com/article/my-students-hate-ai-but-they-cant-stop-using-it Comments URL: https://news.ycombinator.com/item?id=48774433 Points: 2 # Comments: 1
Article URL: https://www.elenaverna.com/p/please-stop-the-ai-confidence-theater Comments URL: https://news.ycombinator.com/item?id=48774414 Points: 2 # Comments: 0
Article URL: https://santoshpremi.github.io/KathaGPT/ Comments URL: https://news.ycombinator.com/item?id=48774390 Points: 1 # Comments: 1
I want to position my product on internet, I have been building skimming for a long time now, it was back in 2023, when i started this and launched in 2024 for chat with pdf, and images and videos etc and i keep adding all the features like tiktok, instagram. Now i am building that you can also create chatbots using your data sources. But its a direct competitor of many chatbots you can create for sites. and I honestly dont want to sell that feature. What i want is to set a position that this pr
<p> Prompt analytics and citation mapping for AI search </p> <p> <a href="https://www.producthunt.com/products/ai-search-console?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1187127?app_id=339">Link</a> </p>
Article URL: https://www.wsj.com/tech/ai/ai-data-centers-water-use-901e2902 Comments URL: https://news.ycombinator.com/item?id=48774246 Points: 14 # Comments: 5
Article URL: https://www.youtube.com/watch?v=-0HRzXk8vlk Comments URL: https://news.ycombinator.com/item?id=48774208 Points: 2 # Comments: 0
Article URL: https://www.ivokund.com/lenny-the-llm-life-as-a-language-model/ Comments URL: https://news.ycombinator.com/item?id=48774132 Points: 3 # Comments: 1