Superhuman Blog
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Straight from the Superhuman team: how we work and what we build.
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Built With Institutions: Takeaways from EDUCAUSE 2026
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5 Oct 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
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1 Oct 2026
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

GPTZero is Now Part of Superhuman: What It Means for Signals of Authentic Work
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30 Sep 2026
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

Redesigning a College Around Generative AI
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30 Sep 2026
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
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23 Sep 2026
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

In the Age of AI, Writing Has an Authenticity Problem
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22 Sep 2026
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

How We Scaled Our LLM Inference Infrastructure to Serve 100+ Billion Requests a Week
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16 Sep 2026
How 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.

The Learning-Visibility Loop: How AI Should Participate in Education
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16 Sep 2026
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
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16 Sep 2026
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

Superhuman Acquires Fathom, AI Notetaker
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14 Sep 2026
Superhuman (https://superhuman.com/?ref=blog.superhuman.com), the AI productivity platform bringing AI to wherever people work, announced today that it has acquired Fathom

The Superhuman Salons: Perspectives on Leadership in the AI Age
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9 Sep 2026
At the beginning of the year, as we considered introducing the Superhuman brand to the world, we knew we needed to anchor on deeply human experiences. We envisioned a new type of field event that was

AI Literacy Starts with Staying Human
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9 Sep 2026
Superhuman's Chris Cummings joins Cedarville University's podcast to explore what AI literacy really means and why keeping the human voice matters most.

The AI Job Apocalypse Paradox: Why 91% of Students Are Teaching Themselves AI Skills
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8 Sep 2026
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

AI Burnout vs. Overwhelm: What’s the Difference, and What Actually Helps?
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3 Sep 2026
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

How We Built Superhuman Go to Work Across Platforms
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2 Sep 2026
Learn about how we built Superhuman Go from a simple prototype to an app that works across all platforms, without rewriting it from scratch each time.

AI Agents Are Already in Your Institution. Here’s What That Means.
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2 Sep 2026
AI agents are arriving in the software higher ed already runs, and most institutions aren't governing them yet.

Why Most Campus AI Strategies Never Leave Paper
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2 Sep 2026
92% of institutions have an AI strategy, but only 13% can measure it. New research on the AI policy gap in higher education, and how to close it.

Technical Teams Have the Access and the Skill. So Why Isn’t AI Value Adding Up?
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1 Sep 2026
Technical teams were supposed to feel the benefits of AI first. They live inside the systems where it runs, and many of them are the ones building it. Access isn’t the barrier: Nearly every

Knowing How to Use AI Isn’t the Same as Using It
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28 Aug 2026
Everyone is trying to get value from AI, but most companies don’t feel they’re achieving the impact they wanted. It isn’t the models. Today’s AI systems are remarkably smart, and so are the

Put Your Superhuman Go Custom Agents to Work in Slack, a Salesforce Company
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24 Aug 2026
by David Driscoll, Software Engineer Think about the best teammate you have. You don’t have to hand them the same task list every morning. They know their role expectations, how your team operates,

More AI Output Isn’t the Same as More Marketing Impact
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20 Aug 2026
Marketing teams love their AI, and who can blame them? Marketers report some of the highest AI impact of any professional function. Eighty-six percent say AI helps them feel more accomplished, and

Cognitive Load Is the Metric No One’s Tracking
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18 Aug 2026
Ask a knowledge worker if their tools are working for them, and most will say yes. According to Superhuman’s Human + Technology Index

New Threats Demand New Approaches: How Superhuman Security Engineers Use AI
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18 Aug 2026
Our security team built a shared harness for agents that includes credential isolation, egress controls, and guardrails – all without duplicating infrastructure.

The Human Side of AI Security
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13 Aug 2026
by Giles Douglas, CISO What if your biggest security risk isn’t malicious hackers but well-meaning employees trying to keep pace with modern work? Superhuman’s Human + Technology Experience Index

Soft Labels, Hard Wins: Building Better Text Classifiers with LLM Ensembles
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12 Aug 2026
Learn how Superhuman used soft-label distillation with LLM teacher ensembles to train better classifiers, improve AUCPR, and handle ambiguous writing contexts.

Go 1.0: Custom, Proactive Agents Everywhere You Write
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12 Aug 2026
Every week, we see new headlines about the advancements of AI. New models, new benchmark scores, new feats of days-long reasoning. What models can do is astounding, but how they fit into our real

New in Superhuman Go: The Connectors Your Team Actually Needs
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12 Aug 2026
Your company doesn’t do work in just one tool. Sales lives in Outreach and Apollo. Marketing lives in Typeform and Amplitude. Ops lives in Snowflake and Zapier. And the context you need is always

In a World Full of AI Tools, Where Does the Work Actually Live?
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6 Aug 2026
by Rebecca Bassett, Head of Core Product Marketing, Superhuman Docs and Databases There is a part of the AI story that we’re not talking about enough. As AI makes it trivial to build software,

AI Blind Spots: Advice From Superhuman’s VP of Product, CISO, and CFO
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4 Aug 2026
Most enterprise AI conversations happen about two steps removed from reality: in board decks and vendor pitches, where the story is always promising. Closer in—inside the actual workflows, budgets,

Why Most People Still Don’t Trust AI and What Companies Can Do Differently
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30 Jul 2026
by Heather Breslow, Senior Director of Research at Superhuman There’s a well-documented pattern in psychology: The more we encounter something, the more we tend to like it. Songs grow on you. Faces

The Making of Superhuman Docs: How We Designed AI Views, a Vibe Coding Tool for Teamwork
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28 Jul 2026
by Jeremy Olson, Product Management Director I’ve been building productivity software for over 20 years, and creating AI views for the new Superhuman Docs

The Making of Superhuman Docs: How We Rebuilt the AI in Superhuman Docs From the Ground Up
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24 Jul 2026
by Bharat Batra, Senior Product Manager The evolution from Coda to Superhuman Docs (https://blog.superhuman.com/introducing-superhuman-docs/) gave us the opportunity to completely reimagine Docs’

Superhuman in Australia: What It Really Takes to Transform Higher Education With AI
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22 Jul 2026
I've had a version of the AI-in-higher-ed conversation in a lot of different rooms. Each conversation tends to follow familiar beats—the anxiety, the cautious optimism, the question underneath

The Making of Superhuman Docs: Building the Foundation for Your Most Important Data
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16 Jul 2026
As we evolved Coda into Superhuman Docs (https://blog.superhuman.com/introducing-superhuman-docs/), we knew that the data layer was one of the first things we wanted to transform and one of the most

Introducing: Auto Drafts 2.0 ✨
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14 Jul 2026
The hardest part of writing is starting. That's why it's so much faster to edit than face a blank page. With Auto Drafts, you skip the cold start. We started with Auto Drafts for follow-up emails

Superhuman Launches Superhuman Docs, a Collaboration Surface for Teams to Write, Track, and Build With AI
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8 Jul 2026
Superhuman announced Superhuman Docs, the best place for teams and AI to work together.

Coda is now Superhuman Docs — the best place for teams and AI to work together
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8 Jul 2026
TL;DR • Coda is now Superhuman Docs: All the same features you rely on, now with a new name and visual identity that bring us closer to a unified suite with Mail, Go, Grammarly, and more. • A new

The Making of Superhuman Docs: How We Brought a New Visual Identity to Docs
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8 Jul 2026
Today, we announced Coda is becoming Superhuman Docs (https://blog.superhuman.com/introducing-superhuman-docs/), the best place for AI and teams to work together. This is more than a name change;

What 3 Superhuman Marketing Leaders Really Think About AI
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3 Jul 2026
When it comes to the promise of AI productivity, it's easy to feel two things at once: excitement about these tools’ potential…and a sense that we’re waiting for the other shoe to drop. With

How Superhuman + HeyGen: Turn Any Content into a Video
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29 Jun 2026
There's a moment most marketers know well. You're writing an email for a campaign. You know your audience, you know what you need to say, and somewhere in the back of your head, you are suppressing a

Superhuman to Acquire GPTZero, AI Authenticity Platform
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23 Jun 2026
GPTZero will expand Superhuman’s authenticity layer, giving writers and readers confidence about the origin of what they’re submitting and reviewing Superhuman

Superhuman + GPTZero: Why We’re Betting on Authenticity in the Age of AI
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23 Jun 2026
According to a recent study from Graphite (https://graphite.io/five-percent/more-articles-are-now-created-by-ai-than-humans?ref=blog.superhuman.com), half of the internet is now AI-generated. Text

Superhuman Circles: Employee-Led Communities Built for Belonging
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16 Jun 2026
By Vrinda Gupta, Culture and Inclusion Specialist Superhuman is a global company with more than 1,500 people across hubs and time zones worldwide. At a company this size and with this kind of

We Wanted People in the Office, So We Made It Worth Showing Up
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9 Jun 2026
By Kenny Mendes, Chief People Officer, Superhuman The moment I said "ways of working update" in an all-hands, I knew what was coming. The jokes in the Zoom chat about in-office life started within

AI Summit for Texas Higher Education: What Happened When 25 Institutions Got in a Room Together
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1 Jun 2026

AI Summit for Texas Higher Education: What Happened When 25 Institutions Got in a Room Together
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1 Jun 2026
What does responsible AI adoption look like in higher education? 65 leaders from 25 Texas institutions share insights on academic integrity, faculty adoption, and AI strategy.


