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Hand-picked stories worth reading right now1,757 articles found · page 7 of 18
Implement on-behalf-of token exchange for multi-tenant agents with Amazon Bedrock AgentCore Gateway
Building multi-tenant agents with Amazon Bedrock AgentCore and Apply fine-grained access control with Bedrock AgentCore Gateway interceptors establish the conceptual foundation for on-behalf-of (OBO) token exchange in agentic systems. This post is the implementation guide. It walks through a complete multi-tenant OBO setup against Okta, shows the JSON Web Token (JWT) claim transformations on each hop, and demonstrates how audience binding produces defense in depth that scales across tenants.
Launching UI for generative AI inference recommendations in Amazon SageMaker AI
In this post, we introduce the UI for optimized generative AI inference recommendations in Amazon SageMaker AI Studio, a low-code no-code (LCNC) experience. The API already gives you programmatic access to recommendations, but it assumes you know which parameters to set and how to interpret raw benchmark output. The UI removes that assumption. It guides you through preset use-case profiles, visual comparisons of results, and one-click deployment, so teams without deep infrastructure expertise can get a validated configuration on their own.
Securing the AI supply chain on GKE: Introducing k8s-aibom for automated AI BOMs
How should your security team manage shadow AI? Workloads deployed by developers without formal registration can often evade traditional security scanners, because organizations are reluctant to slow down development and compromise stability by demanding privileged Daemonsets, kernel-level access, and manual pod-spec edits. To break this deadlock, today we are open-sourcing k8s-aibom. This lightweight, unprivileged Kubernetes controller continuously monitors the cluster API and container environments to automatically detect running AI runtimes (like vLLM and Triton) and generate standard Cyclo
The AI Arms Race in Technical Interviews Is Escalating
Software engineering jobs are under threat from artificial intelligence. Some applicants are fighting back by using AI in the interview process, employing AI assistants that suggest responses on the fly during remote technical interviews. Meanwhile, some employers are countering with-you guessed it-AI. They're applying AI-powered tools to detect telltale signs of AI use during interviews. This two-sided dynamic is turning hiring into an AI arms race with no clear winners. Yet as interviewers and interviewees navigate this daunting reality, experts believe the human aspect of the job search wil
Welcome To The 'Show Me' Era: Sapphire Ventures' Anders Ranum On What Separates Winning AI Startups From The Rest
To understand how institutional capital is navigating the gap between AI's public market software multiples and private market valuations, Crunchbase News recently interviewed Anders Ranum, a partner at Sapphire Ventures, who shared how he strikes an investment balance.
Building a Foundation Stack for General-Purpose Robots
This article is brought to you by X Square Robot. Large language models gave artificial intelligence a working recipe. Pretrain a large model on broad data, and general capability follows. Robotics has no such recipe. Robotics systems have long been assembled from separate perception, planning, and control parts that rarely add up to intelligence a robot can carry from one task to another, or one machine to another. The central problem in embodied AI is to find the equivalent recipe, and the field does not yet agree on what it is. X Square Robot, a Chinese embodied-AI company, has made an unus
European tech weekly recap: More than 70 tech funding deals worth over €2.8B
Last week, we tracked more than 70 tech funding deals worth over €2.8 billion and over 5 exits, M&A transactions, rumours, and related news stories across Europe. 📊 The top three industries that r...
Faith Tech: Pat Gelsinger steers Gloo's platform to lead faith-based organizations into the age of AI
After eight years as the chief executive of VMware Inc. and nearly four more leading Intel Corp., Pat Gelsinger suddenly found himself retired. Then the phone rang. "Less than two seconds after the Intel departure was announced, Scott called," Gelsinger (pictured) recalled. "Whether it was opportunistic on his part or God ordained on his part [...] The post Faith Tech: Pat Gelsinger steers Gloo's platform to lead faith-based organizations into the age of AI appeared first on SiliconANGLE.
What is sovereign AI - and why it will decide the winners and losers of the AI race
On the four dimensions of real sovereignty, the fifth dimension every chief financial officer is learning about the hard way, and why open source isn't a preference - it's the architecture. About this series: This is the first piece in a new SiliconANGLE editorial series on sovereign artificial intelligence - covering the definition, the geopolitical stakes, [...] The post What is sovereign AI - and why it will decide the winners and losers of the AI race appeared first on SiliconANGLE.
Apple sues OpenAI, former employees over alleged intellectual property theft
Apple Inc. today sued OpenAI Group PBC for allegedly stealing intellectual property related to its consumer devices. The iPhone maker filed the complaint with the U.S. District Court for the Northern District of California. OpenAI entered the consumer electronics market last year when it bought io Products Inc., a startup founded by former Apple executives. [...] The post Apple sues OpenAI, former employees over alleged intellectual property theft appeared first on SiliconANGLE.
The Week's 10 Biggest Funding Rounds: A Pair Of Billion-Dollar Deals For Cyber And AI Infrastructure Lead
AI once again dominated venture funding this week, claiming five of the 10 largest announced rounds, including a pair of billion-dollar financings for AI infrastructure and cybersecurity that led the pack.
Frontier and Center: Who evaluates the evaluations?
Editor's note: Some of the most interesting questions in AI are being asked by information theoreticians, around how to provide context to an emerging class of AI agents. A few weeks ago, we waded into those waters with a blog about the Open Knowledge Format, a specification that formalizes the LLM-wiki pattern into a portable, interoperable format to represent the metadata, context, and curated knowledge that modern AI systems need to operate. That blog generated a ton of interest, so we've decided to bring you more of the same, as part of our new "Frontier and Center" series. Today, we hear
Real-time dental image verification with Amazon SageMaker AI at Henry Schein One
This post describes how Henry Schein One closed that gap by building Image Verify, an AI-powered quality verification system on Amazon SageMaker AI that evaluates dental X-ray quality at the point of capture, in real time, across thousands of locations. The system went from concept to over 10,000 active locations within months and has already processed over 11 million X-rays and growing at 1.5 million per week. Henry Schein One is now scaling toward 40,000 locations globally across four regions.
Build a semantic layer for agentic AI on AWS with Stardog and Amazon Bedrock AgentCore
In this post we show how to build a semantic layer on AWS using Stardog's Semantic AI Application over Amazon Aurora and Amazon Redshift, and how to run a Strands Agents agent on Amazon Bedrock AgentCore that queries the layer to answer customer 360 questions across both sources without extract, transform, and load (ETL). The same Stardog deployment works behind AWS computes (Amazon Elastic Kubernetes Service (Amazon EKS), Amazon Elastic Container Service (Amazon ECS), and AWS Lambda). We use AgentCore here because it bundles inbound auth, hosting, and tool credentials into one managed service
Scaling agentic workflows with native case management in Amazon Quick Automate
In this post, we show you how to combine case management with agentic automation capabilities in Quick Automate. We introduce case management and explore the lifecycle of cases in an agentic workflow from case creation through processing to resolution. We cover how to create and manage single or multiple cases, automatically track and update status, handle exceptions, and incorporate Human-in-the-loop (HITL) steps within workflows. We also show the case creator-processor pattern that enables dynamic scaling. Finally, we walk through how to structure case management for enterprise processes, in
Deploying quantized models on Amazon SageMaker AI with Unsloth
In this post, you will learn four deployment patterns for taking models that have already been quantized with Unsloth and deploying them on AWS infrastructure. The patterns use Amazon Elastic Compute Cloud (Amazon EC2) for direct instance access, Amazon SageMaker AI inference endpoints for managed serving, and Amazon Elastic Kubernetes Service (Amazon EKS) or Amazon Elastic Container Service (Amazon ECS) when inference needs to fit into an existing container framework. You also learn operational practices for production deployments.
How KTern.AI built agentic AI for SAP on Amazon Bedrock AgentCore
Evolving from a traditional software as a service (SaaS) platform into a next-generation agentic AI platform meant orchestrating multiple specialized agents across long-running enterprise programs. Each agent operates with persistent context, secure tool access, and production-grade reliability. We built that system on Amazon Bedrock AgentCore using the Strands Agents SDK. This post walks through how we architected it, which agents we built, and the outcomes for our customers.
Compliance Automation Software: What To Evaluate
Compare compliance automation software, including features, trade-offs, and how to build flexible workflows with n8n on infrastructure you control.
5 Interesting Startup Deals You May Have Missed: AI That Dispatches The Plumber, Underground Warfare And Cutting Down Private-Market Paperwork
The five most intriguing startup deals from the past month include one that's simultaneously developing AI models for biology, a company that wants to prevent modern day private markets from the kind of paperwork crisis that shut down Wall Street in the '60s, and AI agents that can dispatch plumbers and electricians to your door.
Agent Identity, Reliable Execution, and Intent are only half-way solved
After spending the past couple of months looking at hundreds of tech docs from n8n, Google, Gumloop, and the rest, I tallied up 75 capabilities you'd expect an agent development tool to offer. But there are so many more things you can, need, or should do to agents
Invest Europe: Venture capital reaches second-highest level on record
Invest Europe has published its latest report, Transaction Value: Private Capital Analysis, examining private capital investment across Europe in 2025. Thereport shows that venture capital recorded it...
Canva targets enterprise creativity with trusted AI creative workflows
AI creative workflows are reshaping how teams create, moving beyond content generation to editable, collaborative experiences that boost productivity. At the same time, enterprises are demanding trusted AI solutions that balance ease of use with security and compliance. With all that in mind, Canva Pty Ltd. is working to address enterprise concerns about generative AI [...] The post Canva targets enterprise creativity with trusted AI creative workflows appeared first on SiliconANGLE.
OpenAI debuts ChatGPT Work, an agentic tool for automating business workflows
OpenAI Group PBC today launched a new "agentic" tool called ChatGPT Work as it announced the global rollout of its most advanced model family so far in GPT-5.6. ChatGPT Work is a new mode within ChatGPT that's designed to perform actions autonomously across user's connected applications, files, web tools, desktops and recurring workflows. It's meant [...] The post OpenAI debuts ChatGPT Work, an agentic tool for automating business workflows appeared first on SiliconANGLE.
Mercor buys Deeptune to build training environments for AI agents
Artificial intelligence training data company Mercor.io Corp. announced today that it has acquired Deeptune Inc., a startup that builds simulated software environments used to train AI agents. Financial terms were not disclosed. The deal closed nearly four months after Mercor Chief Executive Brendan Foody wrote a personal angel check into Deeptune's $43 million Series A [...] The post Mercor buys Deeptune to build training environments for AI agents appeared first on SiliconANGLE.
Meta launches flagship Muse Spark 1.1 model with multi-agent upgrades
Meta Platforms Inc. today launched a new flagship large language model optimized to power multi-agent automation workflows. Muse Spark 1.1 is available in the company's Meta AI chatbot service and via an application programming interface. The Meta Model API, as it's aptly called, will enable developers to embed the LLM in their custom software. The [...] The post Meta launches flagship Muse Spark 1.1 model with multi-agent upgrades appeared first on SiliconANGLE.
Token per watt becomes the defining metric as storage moves to AI's critical path
Token per watt - not raw compute - is emerging as the defining efficiency metric for AI data centers, putting storage at the center of an infrastructure rethink that is reshaping how the industry measures performance, cost and scale. As agentic AI drives an explosion in context memory demand, the role of solid-state storage has [...] The post Token per watt becomes the defining metric as storage moves to AI's critical path appeared first on SiliconANGLE.
AI agent startup Lyzr reportedly raising $100M at $500M valuation
Lyzr Inc., a startup that helps enterprises build artificial intelligence agents, is reportedly raising a funding round worth about $100 million. Bloomberg today cited sources as saying that the deal has drawn $400 million worth of interest from prospective investors. The group reportedly includes Silicon Valley funds, Middle Eastern venture capital firms and financial institutions. [...] The post AI agent startup Lyzr reportedly raising $100M at $500M valuation appeared first on SiliconANGLE.
Anthropic found a hidden space where Claude puzzles over concepts
The AI firm Anthropic has developed a technique that has given it the clearest glimpse yet at what's really going on inside large language models as they answer questions or carry out tasks. What they found ranges from the mundane to the unnerving. Researchers at the company built a tool called the Jacobian lens (or...
Fast token generation emerges as the key differentiator as heterogeneous inference takes hold
The race for fast token generation has moved from benchmark sheets into production data centers, and the hardware blueprint for winning it is no longer a GPU-only story. As agentic AI use cases multiply and users demand real-time interactivity, inference infrastructure is being redesigned from the rack up. The divide between compute-heavy prefill and latency-sensitive [...] The post Fast token generation emerges as the key differentiator as heterogeneous inference takes hold appeared first on SiliconANGLE.
DDN targets GPU efficiency with AI data infrastructure as the make-or-break layer
The race to build AI factories is well underway, and the winning organizations have learned that AI data infrastructure determines whether or not GPU investments pay off, while others are still scrambling to assemble workable solutions. That divide is the clearest indicator from the field, said Alex Bouzari (pictured), chairman, co-founder and chief executive officer of [...] The post DDN targets GPU efficiency with AI data infrastructure as the make-or-break layer appeared first on SiliconANGLE.
TheCUBE Research finds Oracle's AI database move could unlock bigger multicloud returns
A new economic analysis from theCUBE Research found that migrating from a fragmented, on-premises data estate to Oracle Corp.'s Autonomous AI Database on Multicloud can deliver meaningful modernization value - and substantially larger returns when organizations use the platform to accelerate AI projects. The report, written by theCUBE Research analysts Dave Vellante and David Floyer, [...] The post TheCUBE Research finds Oracle's AI database move could unlock bigger multicloud returns appeared first on SiliconANGLE.
Data sovereignty emerges as the defining moat in the agentic AI era
As agentic AI accelerates enterprise transformation, data sovereignty is crystallizing from a compliance checkbox into a foundational strategic imperative - one that determines not just where data lives, but who captures the economic value it generates. The debate is particularly acute in Europe, where nations are pressing to retain both data residency and the commercial [...] The post Data sovereignty emerges as the defining moat in the agentic AI era appeared first on SiliconANGLE.
Enhancing enterprise inference on Amazon SageMaker HyperPod with data capture, Hugging Face, NVMe, and Route 53 integration
In this post, we walk through five capabilities now available in SageMaker HyperPod inference: multi-tier data capture for auditing and model improvement, direct deployment from Hugging Face Hub, local NVMe model loading for faster cold starts, automated Route 53 DNS for custom domains, and pod-level IAM through custom service accounts.
Open-source AI developer tool Ollama raises $65M to grow its platform
Ollama Inc., the largest artificial intelligence platform connecting developers to open models, today announced it has raised $65 million in a new funding round led by Theory Ventures. Benchmark, 8VC, Y Combinator, Pace Capital, 49 Palms, GTMFund, and other investors and angels also participated in the Series B round. Today's funding brings the company's total [...] The post Open-source AI developer tool Ollama raises $65M to grow its platform appeared first on SiliconANGLE.
Solve harder problems with AlphaEvolve, now available to everyone on Google Cloud
Many of the most challenging and valuable problems in the world are related to optimization. Now, AI is making these problems tractable. If you've ever tried to design a microchip, plan a delivery network, or optimize a training architecture for a large AI model, you know how hard it is to find the most optimized code. Traditional coding methods often cannot explore all the possible algorithms and implementations because the search space is simply too vast. To help, we introduced AlphaEvolve last year in private preview - an agent to help you design better algorithms on Google Cloud. What's ne
GeForce NOW Turns Up the Heat With New GeForce RTX 5080-Powered Toronto Server
This GFN Thursday brings more games, more power and more ways to play on GeForce NOW. The cloud gaming service is expanding with a new GeForce RTX 5080-powered server in Toronto, bringing dedicated high performance in the cloud closer to members across the region. NTE: Neverness to Everness also gets an update in the cloud, [...]
Mindbeam sets generative AI models to task on drug design, hunting for better pain meds
Enterprise artificial intelligence infrastructure startup Mindbeam AI Inc. today published research showing how generative AI can aid in the discovery of safer pain-relief drugs. The company used acetaminophen, one of the most widely used over-the-counter pain relievers worldwide, as a starting point. Using a combination of generative AI, computational modeling and virtual screening, the Mindbeam [...] The post Mindbeam sets generative AI models to task on drug design, hunting for better pain meds appeared first on SiliconANGLE.
Exclusive: Corvic AI launches V5 to turn one-off prompts into repeatable workflows
Enterprise artificial intelligence startup Corvic AI Inc. today released Corvic V5, a version of its platform built around reusing prompts, so when one gets the right answer, V5 can save it as a workflow that fires again on its own and pulls in current data. The company sells what it calls an Intelligence Composition Platform. [...] The post Exclusive: Corvic AI launches V5 to turn one-off prompts into repeatable workflows appeared first on SiliconANGLE.
Large Tabular Models Excel Where LLMs Fail
The large language models (LLMs) that form the basis of generative AI chatbots such as ChatGPT, Claude, and Gemini can generate uncannily human-like text and images. But these models still struggle with a skill that, ironically, looks at face value to be right in their wheelhouse: analyzing structured data. A new type of generative AI is set to change this situation. Although you can get your favorite chatbot to solve intractable math problems, review dense legal documents, compose a catchy pop song, or put together some slick PowerPoint slides, give it anything more than a small table and it
Europe Posted Its Strongest Venture Funding Quarter In 4 Years As UK Gains, M&A Holds Up
In Q2, Europe posted its strongest quarter in four years for venture funding, Crunchbase data shows. All told, Europe-based startups raised $24 billion in the just-ended quarter, up around a third quarter over quarter and two-thirds higher than the $14.4 billion raised in Q2 2025.
Building an AI-powered incident response workflow in n8n
Build an AI-powered incident response workflow with n8n. Combine RAG, threat intelligence, and historical incidents to accelerate SOC investigations.
PitchBook: US venture funding hits $412.7B in first half as AI deals dominate
U.S. venture capital deal value hit $412.7 billion in the first half of 2026, nearly 30% more than investors put to work in all of last year - and a small cluster of giant artificial intelligence rounds accounted for almost the entire jump. That's according to the second-quarter PitchBook-NVCA Venture Monitor report released Wednesday night. Artificial [...] The post PitchBook: US venture funding hits $412.7B in first half as AI deals dominate appeared first on SiliconANGLE.
Meta reportedly testing prototype AI specs that record everything the user sees and hears
Meta Platforms Inc. this week sought to reassure consumers about the privacy safeguards of its controversial artificial intelligence-enabled glasses, yet at the same time it's reportedly pushing even creepier capabilities in its "internal prototypes." The company's AI-powered eyewear has a growing reputation as a creepy technology, but in a blog post Tuesday the company announced [...] The post Meta reportedly testing prototype AI specs that record everything the user sees and hears appeared first on SiliconANGLE.
Prime Intellect raises $130M at $1B valuation for its AI training platform
Artificial intelligence training startup Prime Intellect Inc. has raised $130 million in funding from a group of prominent investors. The consortium included Nvidia Corp.'s NVentures, Intel Capital and Dell Technologies Capital. They were joined by more than a dozen others, including Cloudflare Inc. Chief Executive Matthew Prince. Prime Intellect stated in its Tuesday funding announcement [...] The post Prime Intellect raises $130M at $1B valuation for its AI training platform appeared first on SiliconANGLE.
AMD targets system-level AI infrastructure optimization as agentic workloads reshape enterprise compute
Infrastructure design is being redefined by agentic AI, pushing the industry toward system-level AI infrastructure optimization, balancing performance and cost across diverse workloads rather than focusing on faster chips alone. As inference scales and AI moves closer to users, modular, heterogeneous computing architectures are becoming the foundation of the next wave of enterprise AI. Agentic [...] The post AMD targets system-level AI infrastructure optimization as agentic workloads reshape enterprise compute appeared first on SiliconANGLE.