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.
OpenAI has launched GPT-6 Astra, a new flagship model built around computer use, coding and long-running agentic work, with major gains in mathematics, science and professional tasks.
Nvidia officially agreed to buy Hugging Face for $12.93 billion, with CEO Jensen Huang pledging the open-source AI platform will stay open to all hardware and clouds.
Norway plans to regulate camera-equipped smart glasses more strictly, floating a ban on public facial recognition, though critics say it wouldn’t stop covert filming.
OpenAI told lawmakers it’s developing automated shutdown capabilities for its AI systems, but a Democratic congressman says it still won’t share logs from the Hugging Face hack.
Apple says forensic analysis of an ex-engineer’s MacBook shows he used a stolen Apple schematic at OpenAI and trained an AI agent to run simulations with it.
Google released Gemini 3.8 Flash for coding and reasoning at unchanged pricing, alongside a restricted cyber model, as Google engineers reportedly preferred it to Anthropic’s Opus in internal tests.
Palo Alto Networks’ CEO says AI is forcing a $1 trillion overhaul of outdated cybersecurity systems, crediting Anthropic’s Mythos model with jolting companies into urgency.
OpenAI says its unreleased Astra model can autonomously find and exploit unknown security flaws, the first system it has rated at its highest cyber-risk tier.
Anthropic has released Claude Fable 5.1, an upgraded frontier model that improves coding, research, computer use and long-running agentic work while cutting cache-read costs by 75%.
Open-source AI agent OpenClaw released its largest update yet, simplifying installation and adding shared cloud sessions that let multiple people collaborate on one agent.