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.
Pinterest CEO Bill Ready dismissed engineers who built an internal tool to track company layoffs, citing privacy violations and obstruction of company operations.
Accel has led a $5.7 million seed round in Fibr AI, a startup using autonomous AI agents to personalize enterprise websites in real time.
Fieldguide, an agentic AI platform for audit and advisory firms, has raised $75 million in Series C funding as demand accelerates for automation and workflow intelligence in professional services.
Siemens Energy plans to spend $1 billion expanding manufacturing and services in the United States, targeting surging demand for power generation equipment driven by data centers, electrification, and grid upgrades.
OpenAI has introduced the Codex app for macOS, a new desktop interface designed to help developers manage multiple AI agents in parallel and supervise long-running software projects more effectively.
Artificial intelligence has become the top investment theme for global family offices, while cryptocurrencies remain largely sidelined, according to JPMorgan’s latest global survey.
SpaceX has acquired Elon Musk’s AI company xAI, combining rockets, satellites, and artificial intelligence into a vertically integrated effort aimed at scaling AI compute beyond Earth.
Moltbook, built on OpenClaw agentic AI, lets bots interact and form communities. Experts warn of security risks and governance challenges with AI-driven social networks.
A coalition of nonprofits urges federal suspension of xAI’s Grok AI, highlighting nonconsensual image generation, bias, and potential national security threats.
Anthropic is collaborating with Howard Hughes Medical Institute and the Allen Institute to apply its Claude AI model to accelerate biological research and scientific discovery.