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A guide circulating on AI usage identifies five practical adjustments users can make to improve their results with tools like ChatGPT and Claude, including writing better prompts and making smarter use of memory features. It frames the gap between users who find AI tools highly useful and those who don't as largely a matter of technique rather than the tools themselves.
Google announced on Nov. 3 that AI tools integrated into its Search product will be turned off by default for K-12 students starting next year, requiring teachers or administrators to manually enable them. Google education VP Chris Phillips said that because search and AI are tightly linked, schools that block the AI tools will also lose access to Search entirely for students, triggering a notification explaining the restriction. In response, CNET highlighted several free alternative search engines, including Brave and DuckDuckGo, that parents and educators could use instead.
Google announced that starting next year, AI features like Gemini and Gemini Notebook will be turned off by default for K-12 student accounts, requiring school administrators to manually enable them. However, schools that choose to keep AI disabled will also lose access to Google Search for those student accounts, since the company says the two are deeply integrated.
Google will default to disabling AI tools for K-12 student accounts starting early next year unless administrators opt in to enable them. However, schools that choose to block AI features entirely will also lose student access to Google Search, since the company says search and AI are now deeply integrated in its product.
Google announced that starting next year, AI features across Gemini, NotebookLM, Gemini in Classroom, and Search will be off by default for K-12 students unless school administrators turn them on. However, because Google has integrated AI directly into Search, schools that opt out of AI entirely will also lose access to Google Search itself. The company said the policy follows discussions with schools, teachers, researchers, and policymakers.
Industry commentary highlights a pattern in which executive teams focus on how quickly they can deploy AI tools and which products to adopt, rather than assessing their organization's underlying readiness for AI. This gap, described as 'readiness debt,' is said to be accumulating largely unmeasured and unnoticed inside companies rushing to adopt AI.
A growing number of professionals who rely heavily on AI tools report a form of mental exhaustion researchers are calling 'brain fry,' distinct from traditional burnout. One CEO described it as cognitive overload from managing the volume of work AI performs on his behalf rather than from the work itself. An Entrepreneur contributor says the same productivity gains that let people take on more projects are also dividing attention and draining focus.
A guide describes six specific ways people can use AI tools like ChatGPT and Claude to strengthen expertise, learn new skills, and sharpen critical thinking rather than offloading mental effort to them. It responds to concerns that relying on chatbots for tasks like writing or analysis could weaken people's reasoning abilities over time.
A newly highlighted tool lets users turn loosely written plans, like trip itineraries or schedules, into structured calendar events that can be shared and accessed by others. It aims to remove the manual effort of typing dates, times and details into Google Calendar one by one.
Ben Chisell, CEO of London payments firm Paysend, said he only gives AI tools to employees who have already proven strong performance, rather than rolling access out to the whole company. He said this approach has helped Paysend get roughly 25% more engineering output from the same team size, while warning that AI can amplify bad habits like laziness and poor judgment if given to underperformers.
A commentary argues that companies deploying multiple AI tools often fail to share customer context between them, leading to irrelevant follow-up recommendations. It cites the example of a customer being offered another dishwasher shortly after buying one as a sign of disconnected systems.
Nature's careers team hosted a 60-minute webinar last month examining whether graduate students' growing use of AI tools for literature searches, presentations, coding and paper summaries is weakening core doctoral skills. The session, moderated by science journalist Julie Gould, featured three panellists and a live audience Q&A, and a recording is now publicly available.