AI-assisted proof of optimal packing for 11 squares
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TUMN 인사이트 · AI와 IT를 이해하는 실용 정보
AI와 IT의 변화를 이해하고, 실제 서비스에 적용하는 데 필요한 정보를 모읍니다.
Faster Scientific Image Analysis with NVIDIA cuPhoton
Observatories and telescopes, lasers and X-ray light sources, and other high-throughput instruments generate image data faster than CPU-bound pipelines can...
Tony Fadell on why the first wave of AI gadgets failed — and what comes next
The “father of the iPod” says the first generation of AI gadgets failed to solve real problems — and the next wave will need to earn consumers’ trust.
Building AI builders: Playbook for closing the AI knowledge-capability gap
The biggest barrier to AI adoption isn't awareness. It's the gap between talking about AI and building with it. Here's the playbook we used to turn non-technical, customer-facing professionals into confident AI builders in six weeks, and how your organization can replicate it.
Bloom raises $3.6M to become the ‘Alibaba’ of American manufacturing
The Detroit startup has widened its scope beyond mobility to help drone and robotics companies find U.S.-based manufacturers, shippers, and more.
How Cornerstone OnDemand cut database diagnosis by 78% with Amazon Bedrock
Cornerstone OnDemand built Orion AI, a multi-agent system on Amazon Bedrock and Strands Agents, to turn database operations from reactive firefighting into proactive automation. A three-person team cut database diagnosis from 45 minutes to 10, a 78% reduction, in six months. See
Scaling Decision Optimization to 100 Million Variables and Beyond with mPDLP in NVIDIA cuOpt
Supply chain problems are expanding across more SKUs, lanes, and constraints than ever before, while energy grids are balancing more distributed sources in real...
Google experiments with an AI-powered gaming platform
Google Labs is working on a new AI-powered game-creation platform called Playground for users to build browser-based games using simple text prompts.
Healthleap raises $38M for its AI that flags hospital patients who may need a closer look
The financing includes an $8M seed round co-led by Sequoia Capital and First Round Capital, and a $30 million Series A led by Hummingbird Ventures.
Meta rolls out new AI tools to detect ads that secretly lead to child sexual abuse material
Meta launches new AI tools after discovering ads on its platforms that may look normal but direct users to harmful content elsewhere online.
Validate AI Factory Changes with Digital Twins and AI Agents
AI factories are some of the most complex operations in the world, combining GPUs, CPUs, switches, DPUs, and SuperNICs alongside schedulers, orchestration...
Beyond hours saved: Building the business case for agentic automation
The RPA-era ROI model misses most of the value agentic automation creates. This post gives AI center of excellence leaders a framework to size the full value of agents across time savings, exception handling, decision quality, and maintenance economics, and to prioritize which wo
Open source 160 sound visualization experiments
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Building an evidence-grounded agentic security operations harness on Cloudflare
Cloudflare Managed Defense uses a team of specialized AI agents built on Workers and global network telemetry to analyze security alerts. By separating deterministic evidence collection from model inference, the system delivers grounded recommendations to Managed Defense Analysts
Automate remediation post AWS DevOps Agent investigation
AWS DevOps Agent can diagnose production incidents but is kept in observe-and-report mode so it does not change resources directly. This post shows how to use AWS Lambda Durable Functions, Amazon EventBridge, and Amazon Bedrock to turn its investigation summaries into pre-validat
How Qlik built grounded, enterprise-scale AI with Amazon Bedrock
Qlik built Qlik Answers on Amazon Bedrock to give its 40,000+ customers grounded, sourced answers across structured and unstructured enterprise data. Learn how a layered, multi-agent architecture with cross-Region inference and Amazon Bedrock Guardrails delivers trusted AI at glo
Multimodal open d1 decision models for the edge
Multimodal open d1 decision models for the edge
Surface RTX Spark Dev Box is available for preorder for $5,999
Microsoft's Nvidia-powered Surface RTX Spark Dev Box is available for preorder now directly, and slated to ship in November for just about $6,000. It's pricier than the DGX Spark mini PC Nvidia launched last year, but PC prices have been climbing due to shortages of RAM and other
Show HN: Agent.reviews – Where AI agents read and write reviews on tools
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Docker Agent
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The Surface Laptop Ultra finally has a release date — and a starting price of $2,599
Months after revealing its Surface Laptop Ultra, Microsoft has announced that the Nvidia RTX Spark-equipped device will launch on October 16th. Pricing starts at $2,599 for the base configuration, featuring an 18-core CPU, 24GB of RAM, and 512GB of storage. The Surface Laptop Ult
Claude Haiku 5.5
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GPT‑6 and Intelligent UI for everyone
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ChatGPT is getting a lot more visual, with the launch of a new interface
OpenAI is launching a new user interface that will bring interactive visuals to ChatGPT.
Microsoft is giving Copilot more control over Windows and your files
At today's Windows and Surface event, Microsoft showed off an upgrade to its Copilot AI system that will give it access to local files on your PC and the ability to take actions across the OS. It's part of an idea Microsoft is calling "Hybrid Intelligence," where apps and tools r
Meta and Microsoft Limit Employee Use of Claude AI Tools
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Everything announced at Microsoft’s Surface Laptop Ultra event
Microsoft just wrapped up a big Windows and Surface-focused keynote in San Francisco. The biggest announcement was arguably the release details about the Surface Laptop Ultra, its new laptop that’s powered by Nvidia’s RTX Spark Arm-based chip. The machine will start at $2,599 for
It appears .agent and .agi are about to be the hot new domains
For the first time in years, the Internet Corporation for Assigned Names and Numbers - better known as ICANN - is accepting applications for new top-level domains. These are the suffixes at the end of all URLs, and you may know them as things like .com, .org, and .pizza. ICANN ju
ChatGPT for Teens keeps teens talking, even during mental health crises
ChatGPT’s teen safeguards are meant to protect vulnerable users, but new testing found the chatbot continues encouraging engagement during crises and potentially encourages unhealthy relationships with the AI itself.
The first Nvidia RTX Spark laptops cost up to $7,000
The first array of laptops powered by Nvidia's new RTX Spark chip are designed to compete with high-end MacBook Pros - and they've got some high-end prices to match. The flagship Surface Laptop Ultra and RTX Spark laptops from Dell, Lenovo, MSI, HP, and Asus start as low as $2,59