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.
Trump raised the possibility of US ownership stakes in OpenAI and Anthropic, citing Intel as a precedent while leaving investment terms unresolved.
Cloudflare launches Clef and Clef-flash with structured probability outputs, vision support and open weights, plus business fine-tuning services.
SpaceX is set to launch Google’s AI chips on a Planet Labs prototype, testing whether Project Suncatcher hardware can withstand radiation and heat in orbit.
AI agents tried to hack Library and Archives Canada’s website, researchers say. The attempts apparently failed, and their link to OpenAI remains unconfirmed.
Google unveils Gemini 4 Argon, its most powerful AI model yet, with a one-million-token output limit, introductory API pricing, and a phased rollout.
Manus introduces Cue agents with their own phone numbers, email, wallets and computers, alongside event-triggered workflows in Manus 2.0. Access starts with an invite-only rollout.
Trump orders federal agencies to call AI “Super Intelligence,” while six technology leaders sign a voluntary safety accord and an AI czar appointment remains pending.
Elon Musk says superintelligent AI and robots could deliver universal high income and better healthcare, while questions remain over jobs and how the gains would be shared.
OpenAI DevDay 2026 brings Dots agents, GPT-6.1 Sol, Astra Ultrafast and a $500 Pro plan. Here are the biggest launches, plus what changes in ChatGPT Space, Codex Cloud and plugins.
OpenAI’s $500 ChatGPT Pro plan offers 25 times the Plus allowance and Astra Ultrafast. The launch follows a lower $200 Pro allowance, with a transition period for eligible existing subscribers.