AWS Quick Embedded Chat Customization Guide

MIT center director Rakhlin shares considerations on AI in academia

MIT Statistics and Data Science Center Director Alexander (Sasha) Rakhlin shares important considerations for departments and institutions regarding the best path forward for AI in academia, in an MIT News Q&A.

BlockRun and Incarna use Amazon Bedrock AgentCore payments for per-inference agent billing

Amazon Bedrock AgentCore payments lets AI agents pay for services on demand with infrastructure-enforced spending limits. Incarna's agents pay BlockRun for model inference one request at a time over x402, reducing the work of adding x402 payment support from months to days, according to an AWS Machine Learning Blog post.

MLCommons publishes business guide to measuring and managing AI risk

MLCommons released a guide titled "Assessing & Managing AI Risk for Business and Commercial Deployments," aimed at business owners. It argues teams managing AI risk face tension between protecting the business and adopting AI faster, and that independent measurement can reconcile the two. The guide frames AI risk as a cost that can be measured, priced, and managed.

AWS details multi-team GPU sharing on SageMaker HyperPod

AWS published a reference architecture for sharing one Amazon SageMaker HyperPod EKS cluster across multiple teams. It uses AWS IAM Identity Center for authentication, per-team SageMaker Domains and Kubernetes namespaces for isolation, HyperPod Task Governance for fairness, and namespace-level cost allocation for chargeback.

Oracle uses ChatGPT and Codex to speed recruiting, engineering, and operations workflows

OpenAI published a customer story describing how Oracle applies ChatGPT Work and Codex across recruiting, engineering, and operations. According to the post, Oracle uses these tools to turn specialist knowledge into fast, repeatable workflows, compressing tasks that previously took days into minutes.