Tracing Sanctioned Authors' Words from Wikipedia into LLM Output [pdf]
Article URL: https://anomalylabs.co/who-wrote-the-answer.pdf Comments URL: https://news.ycombinator.com/item?id=50165199 Points: 3 # Comments: 0
Article URL: https://anomalylabs.co/who-wrote-the-answer.pdf Comments URL: https://news.ycombinator.com/item?id=50165199 Points: 3 # Comments: 0
<p>In his annual speech on threats to the nation, Sir Ken McCallum, the head of the UK’s intelligence service, <a href="https://www.theguardian.com/uk/mi5">MI5</a>, warned that AI had the potential to ‘change the stakes’ on existing and even new bioweapons. To find out why, and how, Ian Sample speaks to Dr Tom Inglesby, director of the Johns Hopkins Center for Health Security and the Bloomberg School of Public Health. He explains what has governments so worried and what measures could be put in

Cloudflare has released an AI model it says pulls data from documents faster and more cheaply than large language models. The article Cloudflare's Clairic pulls data from documents faster and cheaper than LLMs appeared first on The Decoder .
We've compiled a schedule for everything happening on the first day of RoboBusiness 2026 in Santa Clara, Calif. The post A guide to Day 1 of RoboBusiness 2026 appeared first on The Robot Report .

<p> One AI video workspace for recordings, meetings and guides </p> <p> <a href="https://www.producthunt.com/products/dadan?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/1286573?app_id=339">Link</a> </p>
Article URL: https://cloud.google.com/blog/topics/ai-infrastructure/llm-d-1-0-an-open-source-stack-for-distributed-inference Comments URL: https://news.ycombinator.com/item?id=50164873 Points: 1 # Comments: 0
WhatsApp's help pages carried hidden instructions for its support chatbot that told it not to recommend a data protection authority or regulator to users who could no longer delete their accounts, even though WhatsApp's own privacy policy for Europe tells users they can complain to one. The text sat in the pages' code, never shown on screen, until it was removed by October 18. Whether the

The US Department of Homeland Security has banned federal civilian agencies from using AI technology from Chinese lab Deepseek. The article US bans Deepseek technology across federal civilian agencies appeared first on The Decoder .

A sales manager builds an AI-assisted workflow to route leads. It connects to customer records, summarizes inbound requests, and posts updates to a shared channel. The workflow saves time, reduces manual work, and soon becomes part of the team’s daily routine. Across the same organization, employees are building useful apps, agents, and automations faster than existing processes can support them

Otter.ai said that it will use these funds for enterprise growth, go-to-market strategy, international expansion, and product innovation.
Yelp is embedding numerous new AI features into its app that can do everything from call to check on restaurant wait times to create personalized recommendations that remember your preferences.
Choose which CNET Group publications appear in your feed, then catch up on news, reviews, and videos – without an algorithm deciding what you see.

Turn scattered requirements into deployable agents The post What's in the Box? Distinguishing Acceptable Traces from Unacceptable Ones appeared first on Towards Data Science .
<p> Chat, Docs, Kanban Tasks and Al agents that act, self-hosted </p> <p> <a href="https://www.producthunt.com/products/privos?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/1286524?app_id=339">Link</a> </p>
Nebius and Nscale are among global technology partners looking to NVIDIA Vera CPUs to build the next wave of infrastructure. Their momentum reflects rapid advancements in agentic computing. Agents do more than generate answers: they retrieve information, run software tools, execute code and evaluate results. Each step depends on fast CPU processing. Vera accelerates that […]

Gecko claimed this signals the Pentagon’s confidence that it is a core military capability that is delivering results. The post Gecko Robotics secures $300M contract with the U.S. Navy appeared first on The Robot Report .

<p> Autonomous AI team for construction management & pre-con </p> <p> <a href="https://www.producthunt.com/products/lea-by-leanaios?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/1286480?app_id=339">Link</a> </p>
<!-- SC_OFF --><div class="md"><p>Hey everyone!</p> <p>I'm working on an object-detection project and fine-tuning Meta's DETR model on a custom dataset of around 500 images.</p> <p>The main challenge I'm facing right now is annotation. I need to label multiple object classes with bounding boxes, and manually annotating every image is becoming a time-consuming process.</p> <p>I want to speed things up without sacrificing accuracy, since poor annotations could affect the model's performance.</p> <
An independent Schlotzsky’s and Cinnabon franchisee cut menu repricing time by 95% and built a workflow that could free up $100K in cash flow.
Wondering how to get your business recommended by ChatGPT, Claude, and other AI tools? Want to know what to change on your website, Google Business Profile, and customer reviews so AI search matches you with the right buyers? In this article, you'll discover a four-step framework to get your business recommended by AI tools like […] The post How to Get Recommended by AI: Being Found Isn’t Enough appeared first on Social Media Examiner .

FCA seeks clear accountability as financial services embrace increasingly autonomous agents
Article URL: https://github.com/deepseek-ai/DeepInfer Comments URL: https://news.ycombinator.com/item?id=50163277 Points: 1870 # Comments: 708
Get a second opinion on AI answers with this lifetime subscription to Caveat AI Standard Plan.

<p> See how you really vibe code with Claude Code & Codex </p> <p> <a href="https://www.producthunt.com/products/coding-wrapped?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/1286399?app_id=339">Link</a> </p>
Article URL: https://blog.x504.dev/p/running-apertus-a-swiss-made-multimodal Comments URL: https://news.ycombinator.com/item?id=50162920 Points: 1 # Comments: 0
<p> Give your AI your wiki's knowledge while keeping the control </p> <p> <a href="https://www.producthunt.com/products/xwiki?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/1286355?app_id=339">Link</a> </p>
Cloudflare has previewed Clairic, a System One extraction model on Workers AI that returns typed values with confidence scores in one forward pass. It costs $0.10 per million input tokens and charges nothing for output. The post Cloudflare Releases Clairic, a System One Extraction Model on Workers AI appeared first on MarkTechPost .
Move beyond basic prompt metrics and transform AI visibility data into business priorities. Learn how to evaluate LLM recommendations, track influential citations, and identify key growth opportunities.
Know when something changes in production, and where to look, without adding a monitoring tool.
Terminal X’s Eval Agent grades outputs against a 54-criterion rubric, catching 25% more deviances from a fund’s mandate with GPT-6.1 Sol.
<p>As a freaky Val Kilmer doppelganger stars in a new western and faux starlet Tilly Norwood is set for her feature debut, experts are split on whether mainstream adoption is a long way down the line – or just around the corner</p><p>‘Don’t fear the dead – and don’t fear me.” An exact facsimile of a young Val Kilmer, not quite dead and not quite alive, utters that baiting line in the trailer for the new western As Deep as the Grave. Director Coerte Voorhees knows exactly what he is doing – this

A U.S. court on Monday granted the U.S. government's request to detain a former OpenAI engineer accused of planting a recording device in an executive conference room at the company's San Francisco office to allegedly steal sensitive secrets. In a new court filing Sunday, prosecutors revealed that Abdulrahman Alfozan, a 35-year-old Saudi national, was "in frequent communications via WhatsApp

<p>The government says it can transform the state with AI, but it is no match for the resulting stream of machine-generated slop. And we all pay the cost</p><p>Another morning, another avalanche of emails. Even after a guilty cull, my inbox is sitting at well over 7,000, but lately I’ve started subscribing to the <a href="https://www.theguardian.com/books/1999/nov/22/news.obituaries">Quentin Crisp</a> theory of housework: why bother, when after four years or so you stop noticing the accumulating

The Barcelona Supercomputing Center (BSC)’s AI Factory Accelerator Programme, now in full operation following a pilot initiative, gives startups access to sovereign compute, technical support and training to support innovation across industries. Many of these companies are also members of the NVIDIA Inception program for cutting-edge startups — and as of today, access to some […]

<p>In his annual speech on threats to the nation, Sir Ken McCallum, the head of the UK’s intelligence service, <a href="https://www.theguardian.com/uk/mi5">MI5</a>, warned that AI had the potential to ‘change the stakes’ on existing and even new bioweapons. To find out why, and how, Ian Sample speaks to Dr Tom Inglesby, director of the Johns Hopkins Center for Health Security and the Bloomberg School of Public Health. He explains what has governments so worried and what measures could be put in

Baseus announced a new addition to its lineup of AI-assisted security cameras that's more proactive about discouraging unwanted visitors instead of just recording and alerting you to their presence. The Baseus Security PrimeSentinel U2 Pro Outdoor 3K Dual Camera introduces a motorized spotlight that shines directly on a moving target, even as they're running across […]

arXiv:2610.23866v1 Announce Type: new Abstract: We introduce GardenBench, a benchmark with 11 test suites that evaluate the capabilities of Large Language Models (LLMs) across a range of tasks. By systematically prompting LLMs with various lightweight queries, we document day-to-day changes in model performance, including run costs and times, that other benchmarks miss. This allows us to compare the accuracy and features of responses across model providers and versions. We account for daily vari
arXiv:2610.24161v1 Announce Type: new Abstract: TorchTPU is an open-source collaboration between Google and Meta that introduces a native and principled PyTorch backend for Google TPUs. It enables seamless out-of-the-box model execution and TPU migration while delivering industry-competitive inference and training performance through eager execution optimizations, torch.compile integration, and native hardware acceleration.
arXiv:2610.23921v1 Announce Type: new Abstract: There is growing interest in automating business activities with Agentic Artificial Intelligence (AI) due to latter's seeming ease of use. Never has it been easier, or costlier, to do less with more. However, little is known about when agents are preferable to established alternatives such as local computation, Representational State Transfer (REST), the Simple Object Access Protocol (SOAP), and the Model Context Protocol (MCP), particularly when d
arXiv:2610.23962v1 Announce Type: new Abstract: We propose a controlled Large Language Model (LLM) workflow for explaining risk score differences using similar historical transactions. The workflow combines reference retrieval and contrastive SHapley Additive exPlanations (SHAP) evidence with reference-based LLM reasoning and deterministic validation. Experiments on a test dataset show that the workflow produces more consistent, evidence-grounded and traceable diagnoses than the same LLM without