06:24Hugging Face BlogTurning Database Grading into RL Rewards: Post-Training Agents with ThinkingBox
02:06AWS Machine Learning BlogAmazon Polly delivers a major upgrade to its Generative engineThe Amazon Polly Generative engine gets a major upgrade: more expressive, more accurate speech with low latency, plus 14 new voices across 9 locales and general availability of Hindi and Finnish. This drop-in upgrade requires no code changes and is now generally available in production.
02:01AWS Machine Learning BlogHow IskayPet unified corporate knowledge with Amazon Bedrock Managed Knowledge BasesLearn how IskayPet, a leading pet care company in Iberia, built a multilingual corporate knowledge assistant on Amazon Bedrock Managed Knowledge Bases. The assistant answers employee questions across retail, veterinary, onboarding, and procurement in four languages and three countries, with no RAG infrastructure to manage.
02:00AWS Machine Learning BlogAnnouncing new ways to customize models with SageMaker AI, without managing GPUsAmazon SageMaker AI serverless model customization now includes training sessions, generally available today. You write and coordinate your own post-training loop (custom loss functions, reward signals, or multi-turn reinforcement learning) while SageMaker AI handles GPU allocation, distributed execution, fault recovery, and checkpoint storage.
02:00AWS Machine Learning BlogWrite your own training loop — without managing GPUs — with Amazon SageMaker training session APIsAmazon SageMaker AI training session APIs let you write your own LLM training loop (SFT, RL, or custom objectives) in a Python script while the service runs the GPUs. This post introduces the programming model and three SDK clients, then walks through a GRPO loop on GSM8K and a reinforcement learning workload on competitive programming.
01:48AWS Machine Learning BlogDeploy AI in a HIPAA-eligible environment with Amazon QuickAmazon Quick is a HIPAA-eligible service, but eligibility is not the same as compliance. This post explains who HIPAA applies to, how PHI flows through Amazon Quick, what the platform provides for regulated environments, and a step-by-step guide to deploying compliant AI agents in a healthcare environment.
01:45AWS Machine Learning BlogStream low-latency speech from AI agents using Kokoro TTS on Amazon SageMaker AIVoice agents often wait for an agent's full response before starting speech synthesis, adding latency users feel directly. This post shows how to stream each sentence to a Kokoro-82M text-to-speech model on Amazon SageMaker AI as the agent produces it, and how to get that audio back to a browser over Server-Sent Events or a unified binary transport.
00:30AWS Machine Learning BlogStop guessing auto scaling targets for TTS on Amazon SageMaker AITeams deploying custom text-to-speech models on Amazon SageMaker AI often guess at autoscaling thresholds, and a wrong guess either wastes GPU spend or breaches a latency SLO. This post deploys Kokoro-82M as a custom container and derives a measured autoscaling policy from two live-endpoint measurements, Q_max and T_total, instead of guesswork.
00:25AWS Machine Learning BlogHow Rescale built an AI triage agent with Strands Agents and AI-DLCRescale used the AI-Driven Development Lifecycle (AI-DLC) framework on AWS, with Strands Agents and Amazon Bedrock, to build an intelligent test-triage agent in weeks. Learn how AI-DLC structures AI-assisted development and how Rescale is scaling the practice across its engineering organization.
00:00Microsoft ResearchFlint-interactive: A language for creating interactive data visualizationsFlint-interactive gives AI agents a language for creating interactive visualizations. Click a chart, filter data, highlight related content, and explore beyond the view the author originally chose. The post Flint-interactive: A language for creating interactive data visualizations appeared first on Microsoft Research .
23:00NVIDIA BlogNVIDIA Unveils Minerva to Bring End-to-End Observability for AI FactoriesLaunched today, NVIDIA Minerva is an AIOps platform built to help teams find problems earlier and keep AI factories productive. It brings together telemetry from infrastructure and AI workloads, then applies purpose-built AI models to turn that data into timely, actionable insight. AI factories are among the most complex operations in the world, with vast […]
22:30Google DeepMindBeyond tree cover: mapping the world’s forest typesA global map categorizing every 10-meter patch of land on Earth into distinct forest types.
22:09NVIDIA BlogNVIDIA Open Models Power a New Wave of European Public Sector ProjectsGovernments need modern solutions to serve the public while keeping sensitive information under their control. Open models provide a path forward, letting governments evaluate them, adapt them to local languages and public services, run them on infrastructure they control, apply their own safeguards and keep sensitive data within controlled environments. Some open models go further, […]
22:09NVIDIA BlogNVIDIA Transforms European Retail, From Digital Discovery to Physical OperationsEuropean retailers are using open models and physical intelligence across use cases — from a commerce platform cutting inference costs by 90% to to a fulfillment center where collaboration of different robotic fleets is simulated inside a digital twin. Frontier Results With Open Models Retail leaders and technology companies across Europe are using NVIDIA-accelerated open […]
22:09NVIDIA BlogNVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World ModelsTo help developers rapidly build world models, which help physical AI systems understand and simulate the real world, NVIDIA has expanded the Cosmos platform with new training tools, simulation checkpoints and Cosmos Data Factory blueprints. Ranking top five on six different open models leaderboards, the NVIDIA Cosmos platform gives world model builders the frontier open […]
22:09NVIDIA BlogPioneers Across Europe Deploy NVIDIA Earth-2 Open Models to Power Real-World Weather and Climate PredictionWeather forecasts shape more than daily plans; timely weather information is crucial for energy producers, insurers and transport operators to plan around changing conditions. A global forecast can show a storm taking shape, but decisions about solar farms, shipping routes or insured property depend on what happens locally. NVIDIA Earth-2 gives developers and researchers a […]
22:09NVIDIA BlogLeading European Financial Services Organizations Embrace Open Models to Build Proprietary IntelligenceAt GTC Berlin, banks, payment companies and financial data providers are showing what production-scale intelligence looks like — built on NVIDIA accelerated computing, powered by open weight models and running on their own infrastructure. Revolut is rebuilding its technology stack on a single foundation model PRAGMA, powered by NVIDIA accelerated computing. Using the NVIDIA cuDF […]
22:09NVIDIA BlogHow Companies Are Using NVIDIA DSX to Break the Power BottleneckCompanies around the world are building on the NVIDIA DSX AI Factory Platform to plan, simulate and run the grid and the AI factory as one system, from the substation to the rack. Their adoption of the platform responds to an acute problem. Power is now the biggest bottleneck in infrastructure. More than $300 billion […]
21:00NVIDIA BlogCloud Deployment Incoming: ‘Call of Duty: Modern Warfare 4’ Arrives on GeForce NOWLock in and load out this GFN Thursday. Call of Duty: Modern Warfare 4 arrives on GeForce NOW at launch, bringing a new campaign, multiplayer action and DMZ, high-stakes extraction mode to supported devices. The campaign also gets an enhanced look: GeForce RTX 5080-class performance arrives for Ultimate members, bringing support for ray-tracing features in […]
16:58OpenAI NewsCloudflare links vulnerability discovery to defense with OpenAICloudflare uses OpenAI Daybreak to investigate vulnerabilities and propose fixes for review. Its developers use Codex to build faster and improve code quality.
15:57AWS Machine Learning Blog5 production challenges in multi-agent systems and how Deep Insight solved themMany teams build a multi-agent AI prototype in days but hit a wall in production. This post defines five production challenges (orchestration, per-agent model selection, reliable operation, secure code execution, and monitoring) and shows how Deep Insight, an open source multi-agent system on AWS, solves each.
15:57AWS Machine Learning BlogSecuring Quick access from corporate networks with AWS PrivateLinkLearn how to connect on-premises data sources to Amazon Quick privately with AWS PrivateLink, keeping analytics traffic off the public internet. This walkthrough covers VPC endpoints for user and API access, VPC connections for data sources, DNS and endpoint policies, identity federation, and enforcing VPC-endpoint-only access for compliance.
