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.
GPT-5.6 is expected in June with what OpenAI calls meaningful gains over GPT-5.5, arriving alongside a ChatGPT overhaul and shifting public-listing plans.
OpenAI is weighing steep cuts to its token prices to win users from Anthropic, signaling a possible price war as both companies head toward IPOs.
Anthropic CEO Dario Amodei published an essay urging binding, FAA-style safety testing for frontier AI models, marking a shift from the company’s earlier focus on transparency.
Google AI Plus adds Gemini 3.1 Pro, Omni Flash video and family sharing while undercutting pricier ChatGPT and Anthropic subscription tiers in the US market.
More than 600 OpenAI employees sold a combined $6.6 billion in shares in October, marking one of the largest pre-IPO payouts in Silicon Valley history.
OpenAI is negotiating a 10-gigawatt Ohio data center lease that could cost at least $500 billion, with Nvidia guaranteeing the financing in one of the largest AI infrastructure bets yet proposed.
SpaceX has released its most detailed look yet at a planned orbital AI data center satellite, unveiling a 70-meter-wingspan structure during the same week the company is pitching investors on a $1.75 trillion public listing.
Anthropic has released Claude Fable 5, its most capable model available to the general public, alongside Claude Mythos 5 – an identical underlying model with key safety restrictions removed, available only to approved cybersecurity and research partners.
Apple fell 3% on Tuesday in its worst single-day decline since February, as investors sold off following Monday’s WWDC announcements amid concern that Siri AI lacks a confirmed launch date and faces regulatory delays in two major markets.
JPMorgan Chase plans to roll out AI agents capable of operating autonomously for one to two hours later this year, as the bank’s chief analytics officer says the technology has moved from single-task tools to multi-step workflow managers.