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.
Elon Musk’s xAI has rebranded to SpaceXAI, folding its Grok chatbot and X into SpaceX and signaling that AI, not rockets, is now central to the space company’s strategy.
Microsoft cut about 4,800 jobs, roughly 2.1% of its workforce, hitting Xbox and commercial sales hardest, the latest tech layoffs to intensify fears about AI and work.
Nvidia’s Kyber rack for its 2027 Rubin Ultra chips has slipped more than a year to 2028 over a hard-to-manufacture circuit board, SemiAnalysis says, with no proven fallback.
Meta quietly released Pocket, an app that lets people build small interactive games from text prompts and share them in a TikTok-style feed, built on its Gizmo acquisition.
Big Tech’s AI capital spending is projected to reach about 3.2% of US GDP by 2027, overtaking national defense spending as a share of the economy for the first time.
Anthropic published the cybersecurity rules behind its redeployed Claude Fable 5 model and proposed an industry framework for scoring how dangerous an AI jailbreak is.
Alibaba will bar employees from using Anthropic’s Claude Code from July 10 over alleged security risks, after developers found code that detects China-linked users.
Mark Zuckerberg told employees that Meta’s AI agents have progressed slower than expected and its restructuring was “not as clean” as planned, a rare admission amid huge AI spending.
OpenAI teased its first branded hardware, Codex Micro, a programmable macro pad built with Work Louder to give developers physical shortcuts for its Codex coding agent, launching July 15.
Microsoft is investing $2.5 billion in Frontier, a new unit that will embed 6,000 engineers with customers to help them adopt AI, joining a wider industry race into hands-on deployment.