An Emmy winner, a patent attorney, and a romance novelist are all training their first AI with GPTZero
Our team wants to work with you next!
Thanks for following along on our journey at GPTZero and our mission to preserve what’s human on the internet. Last month, we launched our AI Vision, a chrome extension that auto-detects AI as you scroll the internet. This month, we have an even more exciting announcement.
We just released Expert Reviews: a tool that lets real domain specialists build what The Wrap called a “digital double” for encoding editorial judgement, in their coverage of our launch: a reviewer is trained on their own criteria, their own rubric, and their own voice, so anyone can get structured feedback as if that expert actually read their work.
Furthermore, if you upload more resources, sources, and guides to your expert reviewer, ‘your digital double’ will be able to reference exact lines from first sources in its writing feedback.
An AI reviewer template referencing exact sources in feedback via a machine learning technique called ‘retrieval augmented generation.’
Work with our team 🤝
Whether you’re a teacher, a writer, an editor, or an expert in your field, we’re inviting you to work with our machine learning team and train your own review templates, that will be yours to own. As an expert, you’ll get tailored support from our machine learning scientists to build your reviewer and weekly metrics on how many people are using your template. We’re starting with a small first cohort, and would love to have you join.
Here are some experts who have started training their reviewer with us:
Wendy Snyder: Admissions Director at Northeastern University, trained a reviewer for college essays. She told us she’s sharing it as a resource for the high school guidance counselors she works with.
Bill Rutherford: four-time Emmy Award winner, Edward R. Murrow Award recipient, trained a reviewer for news articles.
Greg Altman: Emmy-nominated TV producer, trained a reviewer for comedy sketches.
You choose an expert template, upload your writing, and get annotated feedback scored against that expert’s specific criteria.
Share your reviewer 🖐
One of the beautiful parts of GPTZero’s expert reviewer is being able to share it easily with your community. For example, here’s a template that I love on print news writing.
Wendy, a college admissions officer, is sharing her template with guidance counselors she works with. Danielle, a high school English teacher, is sharing it with her students. Lauren, a professor at Boston University, said “I love this more than anything. It will give my students consistent unbiased feedback, faster and sometimes better than I even can.
Your template is yours to own — it could reach your classroom, your writing group, your colleagues, or anyone who could benefit from your expertise.
If you’re an educator → Sign up to join our Teacher Program to Train Your Template
If you’re a writer, editor, or domain expert → Sign up here to build your reviewer with the help of our team.
Explore our current expert template library here.



very cool effort!