Automation news tracks updates, releases, guides, and real uses for teams. We explain ideas in plain terms and show steps. you can apply. Follow tests, results, and simple tips. Learn trade-offs, quick fixes, and ways to pick tools that fit your needs.
Over 100,000 developers have completed CrewAI’s community courses, according to the project’s GitHub repository. That scale, paired with a focus on Crews and the newer event-driven Flows, points to a clear pivot: from hobbyist agents to production operations. The emphasis on CrewAI Flows is the tell. What CrewAI Flows adds to agent work CrewAI describes […]
On July 24, 2026, Stanford’s Institute for Human-Centered AI (HAI) convened policymakers, clinicians, technologists, and patient advocates to probe how we regulate therapy and emotional support bots. Less than two weeks earlier, a Stanford study highlighted a striking flaw: expert raters rarely agree on what counts as a “safe” response from a mental health chatbot. […]
Google’s new agent can run your to‑dos while your devices sleep. According to Google’s product page, Gemini Spark keeps working in the background 24/7, even if your phone and laptop are turned off, and it asks for approval before major actions (Google’s Gemini Spark). That’s the headline, but the real story is what Gemini Spark […]
On July 20, 2026, The Conversation published an essay by Zakaria Lacheheb arguing universities should stop policing AI and start teaching it as a productivity tool grounded in ethics. That push, set against companion pieces on July 13 and July 10, signals a clear pivot: higher education is moving from bans to instruction, with The […]
From a former SpaceX office in Redmond, Wash., a small team is teaching bulldozers and mining trucks to drive themselves. GeekWire reports that AIM Intelligent Machines, led by founder and CEO Adam Sadilek, is building retrofit systems that bring autonomy to existing heavy equipment rather than designing new vehicles from scratch (GeekWire). Inside AIM Intelligent […]
Google’s Gemini 3.6 Flash is aimed at cutting the price of tokens for enterprise agents, according to ArtificialIntelligence-News. That headline matters less for model leaderboards and more for the math that decides which pilots scale. When tokens get cheaper, entire workflows become viable at production volumes. What Google is signaling with Gemini 3.6 Flash The […]
On July 23, 2026, Cornell Business News reported that a Cornell startup in battery technology has scaled to a $1.3 billion valuation, launched by alumni and a professor after a Johnson School class and support from Cornell’s entrepreneurship ecosystem (Cornell Business News). The headline number is eye-catching. The backstory matters more: a classroom idea moved […]
On April 13, 2026, Stanford HAI published a plain‑spoken guide to the year’s AI Index takeaways. The post, by Shana Lynch, distills 12 findings from the annual report and makes one throughline impossible to miss: capability is racing ahead while environmental costs, transparency, and the distribution of gains fall behind. That tension, more than any […]
On July 13, 2026, The Conversation ran a piece by Gerald K. LeTendre of Penn State arguing that research doesn’t show AI tutors outperform human teachers. That sharp claim drops into a noisy market for classroom bots and study companions. It also reframes the debate over AI tutors effectiveness from hype to evidence. What The […]
