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.
Anthropic is rolling out identity verification for Claude users to strengthen safety and compliance. The move introduces ID checks for certain features and use cases.
Anthropic has released Claude Opus 4.7 with improved coding, vision, and reliability features. The update also introduces new safety controls for cybersecurity use cases.
Anthropic is giving U.K. banks controlled access to its Mythos model, marking a major step in the global rollout of AI-powered cybersecurity tools.
The European Commission is proposing that Google share search data with rivals, including AI chatbots, as part of enforcement under the Digital Markets Act.
Anthropic is expanding its London presence with space for 800 staff, intensifying competition with OpenAI and other AI firms for talent in the U.K.
Strong forecasts from ASML and TSMC signal continued massive AI spending by tech giants, despite rising concerns over sustainability and supply constraints.
German banks and regulators are assessing risks tied to Anthropic’s Mythos model as concerns grow over AI-driven cyber threats to financial systems.
Nvidia unveils Ising, a new open-source AI model family designed to tackle quantum computing’s biggest bottlenecks: calibration and error correction.
OpenAI is scaling its Trusted Access for Cyber program and introducing GPT-5.4-Cyber to support vetted defenders as AI-driven security risks accelerate.
New AI cybersecurity systems like Anthropic’s Project Glasswing could increase demand for security professionals as threats and vulnerabilities scale faster.