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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
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.
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
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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.
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
The AI Job Apocalypse Paradox: Why 91% of Students Are Teaching Themselves AI Skills

The AI Job Apocalypse Paradox: Why 91% of Students Are Teaching Themselves AI Skills

College students are preparing for a job market they expect AI to reshape—and many are using AI to do it. In a new survey commissioned by Superhuman and conducted by Talker Research, only 45% of students felt positive about the job market they’ll enter after graduation, with 69%
AI Burnout vs. Overwhelm: What’s the Difference, and What Actually Helps?

AI Burnout vs. Overwhelm: What’s the Difference, and What Actually Helps?

Every week brings another announcement: a new AI company, a new product, another feature promising to make work easier. Workers are testing these tools and often finding real value. Most say their technology helps them produce high-quality work, stay productive, and feel accomplished. Each tool may solve a specific
How We Built Superhuman Go to Work Across Platforms

How We Built Superhuman Go to Work Across Platforms

By Oleksii Levzhynskyi, Area Tech Lead, Clients at Superhuman In 2025, when we changed the name of our company from Grammarly to Superhuman, our mission expanded from building an AI partner that helps you write to creating a team of agents that work seamlessly across every platform to help you
AI Agents Are Already in Your Institution. Here’s What That Means.

AI Agents Are Already in Your Institution. Here’s What That Means.

The next AI agent on your campus probably won’t arrive through a purchase decision. It will show up switched on inside a tool your institution already runs, added in an update to software that was up for renewal anyway. That’s how AI agents are spreading across higher education,