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 reportedly grew quarterly revenue 45% to $16.8 billion and reached adjusted profitability, strengthening its AI-race pitch ahead of a possible November IPO.
TV4 has delayed The Challenge Sverige to 2027 after losing its edited season. The broadcaster blames human error and a failed backup, not an AI agent.
The X Subscription combines Grok, Cursor and X Premium from $8 a month. Ultra includes 50x Plus usage, while third-party AI models cost extra.
H2O.ai’s 2026 AI 100 recognizes model builders, researchers and business leaders, with honorees spanning nearly 90 organizations worldwide.
XBOW used GPT-5.6 Sol to help build a Chrome exploit in six days, earning a $250,000 bounty. Expert researchers guided the work, and the bugs are fixed.
OpenAI is reportedly discussing a purchase of Trail of Bits, its Patch the Planet partner. The collaboration pairs AI bug hunting with expert review and repairs.
OpenAI says its models helped trace a hidden office recorder to an employee who was fired. The company says an FBI investigation is ongoing after an arrest.
Google opens Gemini 4 Argon to Pro and Ultra subscribers, developers and businesses, with introductory API pricing and a million-token working window.
Anthropic will share Q3 results with investors as it weighs a potential $2 trillion IPO. Revenue definitions and compute costs will be central to the pitch.
Graham Dot Zip brings an AI representative to an AI-led job interview. The avatars talk past him, then fall into a loop of repeated goodbyes.