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14,624 stories from 2538 sources · 1428 in the last 24 hours · refreshed hourly. Every story links to the original publisher.

Today's AI news from trusted publishers and official AI lab blogs, refreshed about every 30 minutes.

News today: 6,058Last updated:
  1. Beyond the Toggle Tax: A Design Principle for Friction-Free AISuperhuman · toolsA single work task is rarely confined to one place. For instance, a customer update might begin in a dashboard, take shape in a document, gather feedback in Slack, and reach its final audience through an email. Each individual tool supports part of the outcome, yet they are rarely connected.
  2. Scaling AI Responsibly: How Three Institutions Turned Adoption Into ImpactSuperhuman · toolsReal examples of AI in higher education. How three institutions built agents on Superhuman Go and made adoption stick.
  3. The Provost’s Case for Institution-Wide AISuperhuman · toolsAI in higher education has arrived on campus. See how academic leaders turn scattered faculty AI use into consistent, measurable student outcomes.
  4. The Trust Ladder: Why AI Adoption Should Be EarnedSuperhuman · toolsTrust grows when people can understand what AI is actually doing before they choose to ask it to do more. That progression rarely fits neatly into a yes-or-no decision tree. Instead, trusting AI to flag an unclear sentence, prepare a reply, and send a message without review grants
  5. What It Takes to Lead a College Through the AI ShiftSuperhuman · toolsJenny Maxwell, Head of Education at Superhuman, sat down with Timothy Moore, President of Indian River State College, to talk about what it takes to lead a college through this AI moment. Their lightly edited conversation is below. To learn more about Indian River s AI transformation, subscribe to
  6. A Look Into Superhuman’s New Hub in BerlinSuperhuman · toolsSuperhuman s Berlin team has moved into a new hub at Das Center at Potsdamer Platz, occupying a space once home to an IMAX cinema. After sitting closed for more than five years, it is beginning a new chapter as a place for our team to work, build, collaborate,
  7. Agent Orchestration at Scale: Lessons From Superhuman GoSuperhuman · toolsLearn how Superhuman Go scales AI tool routing across 100+ agents, why performance degrades as tools grow, and how embedded shortlisting improves accuracy.
  8. Grammarly’s Writing Agents Become Proactive With GoSuperhuman · toolsLearn how Superhuman Go enhances Grammarly's writing agents, making them proactive.
  9. The Collaboration Gap: AI Has a Teamwork ProblemSuperhuman · toolsAI made individuals faster, but teams are still stuck with tools built for a pre-AI world AI can help one person turn an idea into a draft, prototype, or presentation faster than ever before. The challenge starts the moment they try to share it. Most AI tools are built
  10. How We Built Barney, Superhuman’s Threat Hunter AI AgentSuperhuman · toolsLearn how Superhuman built Barney, an AI threat-hunting agent that helps security teams investigate more alerts, catch risks earlier, and scale their defenses.
  11. The “We Already Have AI” Objection: What It Takes to Adopt a New Tool for WorkSuperhuman · toolsA new AI tool rarely enters a company with a blank slate. It arrives after leaders have selected a platform, approved its security, allocated budget, and encouraged employees to use it. The existing tool already has a business case and organizational momentum. We saw the strength of that advantage in
  12. Built With Institutions: Takeaways from EDUCAUSE 2026Superhuman · toolsThe theme of EDUCAUSE 2026 was clear: the institutions making real progress with AI are building it with their own people. Three takeaways from our week in the room.
  13. Why Human Skills Matter More Than Ever in an AI EconomySuperhuman · toolsAlthough most professional trajectories aren t purely linear, a standard early-career path for knowledge workers has long existed. You graduate from college, start in an entry-level role, and build judgment and business context over time through experience and repeated routine tasks. But now AI is automating routine
  14. GPTZero is Now Part of Superhuman: What It Means for Signals of Authentic WorkSuperhuman · toolsBest-in-class AI detection now sits alongside Grammarly’s authorship tools inside Superhuman’s authenticity layer, giving instructors more reliable signals and students a fairer read on their work.
  15. Redesigning a College Around Generative AISuperhuman · toolsHow one college is redesigning around generative AI in higher education, and what building on Superhuman Go looks like for a peer institution.
  16. The Communication Challenge at the Heart of AI Adoption in Higher EducationSuperhuman · toolsby Bruce W. Fraser, Executive Director of AI Initiatives, Indian River State College Recently, I had a conversation about AI adoption with a colleague from another college in Florida. This person is responsible for AI training at her institution, and she is one of the brightest, most thoughtful leaders I&
  17. In the Age of AI, Writing Has an Authenticity ProblemSuperhuman · toolsA growing number of professionals are worried about being mistaken for a machine. AI slop is an imprecise cultural term for content that feels generic, careless, or mass-produced. The discomfort it describes often has less to do with a sentence s polish than with the sense
  18. How We Scaled Our LLM Inference Infrastructure to Serve 100+ Billion Requests a WeekSuperhuman · toolsHow Grammarly scaled real-time LLM inference to 100 billion requests per week — including how we evaluated external vendors, optimized for latency and cost, and our final hybrid architecture.
  19. The Learning-Visibility Loop: How AI Should Participate in EducationSuperhuman · toolsSuperhuman’s point of view on the ethical use of AI in higher education: the learning-visibility loop, a model that makes student learning visible to faculty.
  20. Research at Your Cursor: Building a Proactive Insights Agent on Superhuman GoSuperhuman · toolsDon t search for research. Let the right insights find you. Every company eventually encounters the same problem: it has more research insights than people can reasonably remember. A product manager writing a strategy may make a claim about what customers need while three existing studies complicate that assumption.
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