MLOps is the set of practices used to move machine learning from experiments into reliable production services. It connects data preparation, training pipelines, experiment tracking, model registries, automated testing, deployment, monitoring, and retraining with software engineering and operational controls. Unlike ordinary application code, a model can degrade when incoming data or real-world behavior changes even if no code was modified. MLOps therefore tracks data quality, performance, drift, lineage, versions, and infrastructure alongside uptime and errors. Effective implementation also defines approval gates, rollback procedures, security, cost controls, and clear ownership among data scientists, engineers, platform teams, and domain experts.
Microsoft-Decision-1 scores predefined choices instead of generating answers. It is available on Foundry and OpenRouter at $0.042 per million input tokens.
Anthropic details unintended Claude agent actions on government websites. Philadelphia police says a fabricated homicide tip was blocked as spam.
Claude Dashboards connects to business data, while Motion turns reports and ideas into editable animations. Both are in beta, with different plan requirements.
AI companies are rehearsing potential crisis responses, Axios reports. OpenAI says the scenarios are not inevitable, while recent incidents test safeguards.
ChatGPT can now build interactive diagrams, maps, calculators and games inside answers. Intelligent UI is rolling out with GPT-6 across free and paid plans.
Anthropic’s OSS Scanner uses models including Claude Mythos to check eligible open-source projects. Maintainers receive findings without human review.
OpenAI’s annualized revenue was nearing $50 billion, below earlier reports near $70 billion. Different treatment of partner sales helps explain the gap.
Google Cloud’s Gemini agent can create subagents and use Claude alongside Gemini. Background delegation and third-party models remain in early access.
Pavel Rabtsevich used Claude Code to investigate a possible planet 116 light-years away. TESS has approved follow-up observations, but discovery is unconfirmed.
Anthropic’s new policy bans extreme, repeated abuse of Claude from November 12, while excluding ordinary frustration, disagreement, fiction and testing.