An AI workflow is the end-to-end sequence used to turn a problem and its data into a functioning artificial intelligence system. Depending on the application, it may include data collection, cleaning, labeling, model selection, training, evaluation, deployment, monitoring, and feedback. Generative AI workflows can also add retrieval, prompt construction, tool calls, guardrails, and human approval steps. Mapping the workflow makes dependencies and failure points visible: poor inputs can undermine a strong model, while missing monitoring can allow quality to decline unnoticed. Well-designed workflows define ownership, measurable acceptance criteria, data-handling rules, and fallback behavior for cases the system cannot handle safely.
KPMG has formed a global alliance with Anthropic to deploy Claude across its Digital Gateway platform and workforce of more than 276,000 employees.
Cursor has released Composer 2.5, an upgraded AI coding model built on Moonshot’s Kimi K2.5 checkpoint. The company says the model improves long-running coding workflows, instruction following, and reinforcement learning techniques for software engineering tasks.
Meta is moving thousands of employees into AI-focused teams while cutting 10% of its workforce as part of a broader organizational overhaul. The restructuring comes as new labor data shows AI-exposed occupations across the U.S. continue to lose jobs.
Amazon has introduced Alexa Podcasts, a feature that generates custom AI-powered podcast episodes on demand through Alexa+. The tool transforms news, educational topics, and personal interests into conversational audio content tailored to users.
Anthropic is reportedly preparing to brief the Financial Stability Board on cyber vulnerabilities identified by its Mythos AI model.
Accenture has expanded its collaboration with Stellantis and Nvidia to build AI-powered digital twins for automotive manufacturing.
The Royal Observatory Greenwich has warned that growing dependence on AI-generated answers could weaken critical thinking and human curiosity. Researchers and academics say AI tools can aid learning, but overreliance risks reducing cognitive engagement and long-term knowledge development.
xAI has launched Grok Build, a coding agent and command-line tool aimed at professional software development workflows. The early beta release targets competitors such as Anthropic’s Claude Code as xAI pushes deeper into the AI coding market.
OpenAI has launched personal finance tools for ChatGPT Pro users in the U.S., allowing account connections through Plaid for spending analysis, portfolio tracking, and financial planning.
More than 45,000 Samsung workers are threatening an 18-day strike over bonus disparities tied to the AI chip boom. The dispute risks disrupting global semiconductor supply chains and deepening tensions inside Samsung’s chip business.