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AWS demonstrates how to run a continuous Physical AI pipeline with NVIDIA Cosmos 3 on a persistent Amazon SageMaker HyperPod cluster. The workflow covers synthetic data generation, post-training, and closed-loop evaluation, with GPU goodput as the key operational metric.
AWS Machine Learning Blog · 11d ago
Minisforum unveiled the NAS N5 Max-P495 and MS-S1 Max-P945 at IFA 2026 as local AI computing solutions. Both systems use AMD Ryzen AI Max+ Pro 495 processors and are designed to run AI models locally.
Tom's Hardware · 11d ago
Microsoft’s GraphRAG project has entered maintenance mode, signaling that enterprise Agent infrastructure is moving beyond graph-based retrieval. The emerging direction combines entities, relationships, state, permissions, provenance, and executable actions into a structured context layer.
虎嗅 · 11d ago
AWS introduces HyperPod InstantStart, an open source control plane combining Amazon EKS orchestration with managed Amazon SageMaker HyperPod capabilities. It exposes guarded operations through both a web interface and an AI agent for cluster setup, capacity, training, inference, and storage.
AWS Machine Learning Blog · 11d ago
The article argues that embodied AI cannot reproduce ChatGPT’s rapid breakout through a single model release because physical interaction adds safety, hardware, deployment, and verification constraints. Its progress depends on three curves—capability, cost, and adoption—reaching thresholds together, likely through gradual industry-specific deployments rather than one dramatic event.
虎嗅 · 11d ago
AWS explains how to customize an Amazon Bedrock knowledge base for large and complex PDFs and images by using Amazon Textract for high-accuracy extraction. The workflow preprocesses and ingests documents, then supports large-scale querying of utility bills for more accurate customer interactions.
AWS Machine Learning Blog · 11d ago
Intuit built EWOK Agent on Amazon Bedrock to let on-call engineers initiate production failovers using plain-language requests. The assistant is designed to keep every action audited, policy-compliant, and safe.
AWS Machine Learning Blog · 11d ago
Microsoft claims Copilot rarely reproduces even complete sentences from news articles or books, disputing copyright allegations from publishers and authors. Its analysis of 8.2 million carefully selected chat logs reportedly found little evidence of users receiving substantial excerpts from The New York Times and other publishers.
The Verge · 11d ago
Project HydraFusion is a multi-model orchestration system designed to improve coding workflow quality. In controlled offline evaluations, its selective coding workflows matched or exceeded the evaluated Opus 5 baseline while lowering estimated workflow costs, and it is now available as a research preview in GitHub Copilot.
GitHub Blog · 11d ago
Apple has officially entered the Ternus era after Tim Cook stepped down as CEO and John Ternus took over. Ternus has promised a major launch next week, while Cook remains Executive Chairman; the headline also points to Nvidia’s broader whole-stack AI strategy.
TechCrunch AI · 11d ago
Moonshot AI is reportedly considering raising as much as $5 billion through a Hong Kong initial public offering as soon as this year. The report suggests that export controls targeting China’s chips have not directly restricted the capital available to Chinese AI companies.
The Next Web (TNW) · 11d ago
