PyTorch Foundation Launches Flare Pin Design Contest

Sophos cuts threat investigation time 96% with OpenAI Daybreak

Sophos uses OpenAI's Daybreak to reduce cyber-threat investigation time by 96% and automate 52% of its managed detection and response (MDR) cases, according to OpenAI. The deployment preserves human oversight over the automated investigation workflow.

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.

PyTorch details session-aware agentic inference with NVIDIA Dynamo

PyTorch published a blog post describing session-aware agentic inference with NVIDIA Dynamo. It explains that agentic workloads differ from single-turn chat: an agent session can include a large initial prefill, repeated model calls, and parallel subagents, changing the traffic an inference server handles.

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.

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.