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The Collaboration Gap: AI Has a Teamwork Problem

The Collaboration Gap: AI Has a Teamwork Problem

Future of Work
Contributor: Allison McGrath
How We Built Barney, Superhuman’s Threat Hunter AI Agent

How We Built Barney, Superhuman’s Threat Hunter AI Agent

By Thijn Bukkems, Tech Lead Manager, Superhuman. For a long time, security teams (like Superhuman’s) were constrained by bandwidth to investigate incoming alerts. This created a concerning cycle in which early warning signs (which often showed up as low-priority alerts) were ignored until they led to full-blown
The “We Already Have AI” Objection: What It Takes to Adopt a New Tool for Work

The “We Already Have AI” Objection: What It Takes to Adopt a New Tool for Work

A 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
Built With Institutions: Takeaways from EDUCAUSE 2026

Built With Institutions: Takeaways from EDUCAUSE 2026

The 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.
Why Human Skills Matter More Than Ever in an AI Economy

Why Human Skills Matter More Than Ever in an AI Economy

Although 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
GPTZero is Now Part of Superhuman: What It Means for Signals of Authentic Work

GPTZero is Now Part of Superhuman: What It Means for Signals of Authentic Work

Best-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.
Redesigning a College Around Generative AI

Redesigning a College Around Generative AI

How one college is redesigning around generative AI in higher education, and what building on Superhuman Go looks like for a peer institution.
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The Communication Challenge at the Heart of AI Adoption in Higher Education

The Communication Challenge at the Heart of AI Adoption in Higher Education

by 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’
In the Age of AI, Writing Has an Authenticity Problem

In the Age of AI, Writing Has an Authenticity Problem

A 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 that no one
How We Scaled Our LLM Inference Infrastructure to Serve 100+ Billion Requests a Week

How We Scaled Our LLM Inference Infrastructure to Serve 100+ Billion Requests a Week

By Christoph Stuber, Machine Learning Engineer, Superhuman, and Myke Troianovskyi, Tech Lead Manager, Superhuman. A core part of Grammarly is our GEC (Grammatical Error Correction) model, which continuously runs on a user’s writing and provides suggestions to improve its clarity and correctness. Users see these suggestions as red underlines
The Learning-Visibility Loop: How AI Should Participate in Education

The Learning-Visibility Loop: How AI Should Participate in Education

Superhuman’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.
Research at Your Cursor: Building a Proactive Insights Agent on Superhuman Go

Research at Your Cursor: Building a Proactive Insights Agent on Superhuman Go

Don’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. The
Superhuman Acquires Fathom, AI Notetaker

Superhuman Acquires Fathom, AI Notetaker

Superhuman, the AI productivity platform bringing AI to wherever people work, announced today that it has acquired Fathom, an AI meeting partner trusted by hundreds of thousands of companies to capture, search, and act on what happens in meetings. Superhuman plans to bring Fathom’s AI notetaking capabilities to its