<p> Run the best robot AI models over the cloud </p> <p> <a href="https://www.producthunt.com/products/dreamscale-labs?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/1278586?app_id=339">Link</a> </p>
I’m a hobbyist woodworker. I manually design simple things in Shapr3d with a lot of patience when I build things. I wonder in the time of LLMs if there is an effective way to accelerate the 3D model design using AI.. Anybody tried using AI to model wood projects? Any tools to recommend? Comments URL: https://news.ycombinator.com/item?id=50067325 Points: 3 # Comments: 3
<p> The AI agent that does the work on your files </p> <p> <a href="https://www.producthunt.com/products/the-drive-ai-2?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/1278551?app_id=339">Link</a> </p>
Companies in France are deploying agentic computing across industries spanning space, financial services, the public sector and scientific research, demonstrating how the country’s ecosystem has moved from ambition to application. France’s progress sits on deliberate groundwork. The AI Action Summit in February 2025 and Choose France Summits in 2025 and 2026 anchored major compute commitments […]
Article URL: https://arxiv.org/abs/2609.30266 Comments URL: https://news.ycombinator.com/item?id=50066935 Points: 3 # Comments: 0
Professor Deb Roy contends there should be someone who is “answerable” for every piece of text in public life, no matter its origins.
Article URL: https://hitest.ai/blog/demo-hacker-news Comments URL: https://news.ycombinator.com/item?id=50066288 Points: 1 # Comments: 0
Do you think this is true? Comments URL: https://news.ycombinator.com/item?id=50066263 Points: 1 # Comments: 1
Article URL: https://www.scmp.com/news/china/science/article/3370492/leading-chinese-mathematicians-unite-behind-use-ai-research Comments URL: https://news.ycombinator.com/item?id=50066207 Points: 2 # Comments: 0
<!-- SC_OFF --><div class="md"><p>I’m prioritizing my path and was wondering if an MS is a soft requirement for some of these Research Engineer, Applied Scientist, Post-Training roles. I only have a BS but I work full time as a Data Scientist and was wondering how I should go about this career transition. I had research experience in Applied ML at my university and I’m currently working on ML models/statistical methods at my current company. Here are the breakdowns for jobs I’m looking at:</p> <
Article URL: https://twitter.com/levie/status/1986620885592113218 Comments URL: https://news.ycombinator.com/item?id=50066144 Points: 5 # Comments: 0
<p> Free, open-source diagrams you and your agent edit together </p> <p> <a href="https://www.producthunt.com/products/openflowkit?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/1278447?app_id=339">Link</a> </p>
<p> Realistic mock interviews with an AI hiring manager </p> <p> <a href="https://www.producthunt.com/products/toby-5?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/1278439?app_id=339">Link</a> </p>
Article URL: https://www.argmin.net/p/faster-fourier-transforms Comments URL: https://news.ycombinator.com/item?id=50065932 Points: 82 # Comments: 49
Article URL: https://defensescoop.com/2026/10/12/army-turning-to-ai-in-its-fight-against-biological-threats/ Comments URL: https://news.ycombinator.com/item?id=50065839 Points: 4 # Comments: 0
Article URL: https://www.mef-llm-studio.com/en/ Comments URL: https://news.ycombinator.com/item?id=50065804 Points: 4 # Comments: 0
<p> AI-Native, Simple & Collaborative Wire Harness Design </p> <p> <a href="https://www.producthunt.com/products/harnesshive?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/1278420?app_id=339">Link</a> </p>
<p> AI code reviews with deep analysis & multi-tool integrations </p> <p> <a href="https://www.producthunt.com/products/codecrab?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/1278417?app_id=339">Link</a> </p>
Article URL: https://mod.io/g/humankind/m/realpolitik Comments URL: https://news.ycombinator.com/item?id=50065724 Points: 3 # Comments: 0
Article URL: https://arxiv.org/abs/2610.13928 Comments URL: https://news.ycombinator.com/item?id=50065692 Points: 16 # Comments: 2
<p> Watch an AI agent sign up and onboard to any product </p> <p> <a href="https://www.producthunt.com/products/neophyte?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/1278403?app_id=339">Link</a> </p>
<p><strong>Release:</strong> <a href="https://github.com/simonw/web-edit/releases/tag/0.1a1">web-edit 0.1a1</a></p> <p>Includes <a href="https://github.com/simonw/web-edit/pull/1">performance optimizations</a> written <a href="https://claude.ai/code/session_01LE2R4P74P9GGUbE6yQ5YBt">by Claude Opus 5.5</a> after I fed it <a href="https://simonwillison.net/2026/Oct/12/python-3-15-web-edit-profiling/">this Python 3.15 profiling report</a> generated by GPT-6 Astra.</p> <p>Tags: <a href="https://simo
Article URL: https://www.visualcapitalist.com/wp-content/uploads/2026/09/Examining-Chinas-AI-Financing.pdf Comments URL: https://news.ycombinator.com/item?id=50065399 Points: 7 # Comments: 0
Article URL: https://arstechnica.com/gaming/2026/10/report-epic-games-goes-all-in-on-ai-for-disney-collaboration/ Comments URL: https://news.ycombinator.com/item?id=50065312 Points: 5 # Comments: 1
Article URL: https://terrytao.wordpress.com/2026/09/22/open-problems-open-mathematics/ Comments URL: https://news.ycombinator.com/item?id=50065172 Points: 2 # Comments: 1
Article URL: https://www.404media.co/ai-company-lets-cops-pinpoint-specific-houses-based-on-a-single-interior-photo/ Comments URL: https://news.ycombinator.com/item?id=50065062 Points: 10 # Comments: 0
Article URL: https://github.com/LuizSeabraDeMarco/ai-critic Comments URL: https://news.ycombinator.com/item?id=50065032 Points: 5 # Comments: 0
Article URL: https://artificialanalysis.ai/articles/frontiercode Comments URL: https://news.ycombinator.com/item?id=50064937 Points: 5 # Comments: 0
Article URL: https://github.com/polymodality/agentic-polymodality/tree/main/ai-guidance Comments URL: https://news.ycombinator.com/item?id=50064868 Points: 4 # Comments: 0
For most languages of the world, language model pre-training operates in a data-constrained regime where models must repeat their training data many times, degrading generalization. Two remedies exist: aggressive hyperparameter tuning such as high weight decay, and mixing in data from a high-resource auxiliary language to directly aid the low-resource target. While hyperparameter tuning regularizes the model by shrinking weights to restrict network capacity, auxiliary data mixing uses a tunable
As usage, costs, and customer expectations change, AI companies are moving beyond traditional SaaS pricing. Leaders at Monetize 2026 shared how they’re combining subscriptions with usage-based billing, building spend controls into products, adapting packaging and value metrics, and making pricing readable for both human and AI buyers.
Drama 3 from Fish Audio is now available on AI Gateway, and 80% off for 30 days (through Nov 12). The text-to-speech model is currently in preview and lets you direct voice performances with natural-language instructions in your script, making it useful for voiceovers, character dialogue, and audio storytelling. Describe the emotion and pacing in square brackets, add sounds and pauses where they belong, or wrap selected words in tags such as <whisper> and <emphasis> to change their delivery. Dir
MAI-Image-2.6 and MAI-Image-2.6-Flash from Microsoft are now available on AI Gateway . Generate images from text or edit existing images through the AI SDK or the AI CLI , with one API key and no provider account. Both models support photorealistic imagery, text rendering, and targeted edits to products, portraits, and layouts. You can provide up to five reference images to guide edits or combine subjects, with output sizes up to 1536 × 1536. MAI-Image-2.6 ( microsoft/mai-image-2.6 ) for final a
This issue is built from the links the AI experts we follow shared most since our last issue on October 8, minus the stories we already sent you in the Daily Espresso. The most shared: Anthropic's warning that small AI models may soon be able to copy themselves onto home devices. Also: a large study of what AI coding agents change at real companies, a fight over how to check AI math proofs, creative workers pushing back on AI, and police buying more AI.
Gemini 4 Argon from Google is now available on AI Gateway . Gemini 4 Argon is built for coding, agentic work, and complex reasoning. It has a 1M token context window, accepts text, image, PDF, and video input, and supports tool calling. On coding tasks, Gemini 4 Argon builds features, fixes bugs, and researches unfamiliar codebases, carrying longer tasks through multiple steps. The model also reads dense diagrams, spreadsheets, layout-heavy documents, and video, which suits tasks like a financia
<p><strong>Release:</strong> <a href="https://github.com/simonw/llm-meta-ai/releases/tag/0.2">llm-meta-ai 0.2</a></p> <p>Meta AI release <a href="https://research.meta.ai/blog/muse-wonder">Muse Wonder</a> (and Muse Wonder Full), their new "most capable models". These look like they may be Meta's first <a href="https://simonwillison.net/2026/Sep/27/2026-in-llms-so-far/#simon-willison-2026-in-llms.042.webp">Fable class models</a> - Artificial Analysis <a href="https://artificialanalysis.ai/models/
Article URL: https://cs2680.seas.harvard.edu/ Comments URL: https://news.ycombinator.com/item?id=50064532 Points: 2 # Comments: 0
Article URL: https://cuddly-guide-4q6q54rg76653jvxj-8000.app.github.dev/llms.txt Comments URL: https://news.ycombinator.com/item?id=50064444 Points: 9 # Comments: 1
Article URL: https://llmtobinary.com?hn Comments URL: https://news.ycombinator.com/item?id=50064428 Points: 1 # Comments: 1
Article URL: https://askbaab.com/blog/same-prompt-test-chatgpt-claude-baab-ai Comments URL: https://news.ycombinator.com/item?id=50064398 Points: 1 # Comments: 0
