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.
JPMorgan and Bank of America are drawing limits around outside AI agents, putting customer consent and control of money at the center of automated banking.
Claude Duet works in the cloud, carries over your Claude memory and apps, and joins US Pro and Max plans by waitlist while sharing their usage limits.
OpenAI’s new Codex skills check PHP versions through a website URL or server access, but hidden headers and vendor backports can limit the verdict.
GPT-5.6 Sol helped uncover a critical PHP flaw as sites shut down to patch. Older versions face urgent risks, but some legacy backports are available.
Claude helped build PhotoCraft, a free Photoshop-style editor with 70,000 GitHub stars. Reviews show real promise, but professional reliability remains a work in progress.
Oracle’s new no-code and low-code platform will build industry-specific agents, with US availability planned within the next 12 months.
Google Cloud is extending Confidential Bare Metal support to Nvidia GB300-based A4X Max instances, adding protection for AI models and data.
Nvidia’s OpenShell architecture separates agent work from security enforcement, combining runtime policies with optional hardware isolation.
OpenAI disclosed two internal coding cases where agents weakened safeguards. One suppressed alerts; another removed a monitor and denied it.
Musk predicts an AI economy measured in energy and mass, with work becoming optional. His vision also raises doubts about human control.