AI:ROI Insights

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December 12, 2023

How we built a generative AI bot

By summer 2023, we were convinced we needed to use AI to improve our student experience. From August to October, we designed, built, and prototyped an AI course tutor called ProfAI. In today's post, we'll walk you through how we did it.

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Greg Shove
Greg Shove, CEO
7 mins
For students
AI
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December 7, 2023

Our hot take on Google Gemini

On Wednesday, Google announced its long (long, long)-awaited AI product, Gemini. We dug in to understand whether Gemini lives up to the hype, what it signals for OpenAI and Microsoft, and what you can use it for right now. 

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Greg Shove
Greg Shove, CEO
7 mins
For students
AI
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November 30, 2023

The best AI chatbots in 2023

AI chatbots are not all built the same, and even the best ones aren’t best for every use case. That's why we put together a list of the best AI chatbots in 2023 - consider it your "holiday gift guide" for AI.

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Greg Shove
Taylor Malmsheimer, Head of Strategy
7 mins
For students
AI
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November 28, 2023

The biggest lessons from Tinder’s Matchmaker feature

We're diving into the product strategy behind Matchmaker, a new feature from Tinder that lets you share your potential matches with friends and family. Read on for our take on why this development is a product engagement win.

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Greg Shove
Taylor Malmsheimer, Head of Strategy
5 mins
For students
Product strategy
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January 17, 2026

How I learned to stop note-taking and let AI work for me

We have a new Head of Engineering! Say hi to Chad and read on to learn how he’s leveraging Claude Code to keep all the facts of a new role straight.

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Greg Shove
Chad Upton
6 mins
For students
AI
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January 9, 2026

Personal AI use cases are good for business

Here's a slightly controversial take from AI researcher Marc Zao-Sanders: Don’t worry that no one is using AI for work yet – personal use comes first, but enterprise ROI follows.

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Greg Shove
Section Staff
7 mins
For students
AI
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March 20, 2026

Your employees are losing their minds to AI

AI dependence is already degrading cognitive capability in the workforce – and AI upskilling for employees needs to go beyond tools to protect the thinking that makes their work valuable.

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Greg Shove
Section Staff
6 min
For companies
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March 16, 2026

The AI Conversation Is Growing Up

The AI conversation is growing up. And the companies pulling ahead are the ones who are moving fast from experimentation to system change.

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Greg Shove
Section Staff
6 min
For companies

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