The Track

A Section Blog

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March 21, 2025

When to use a specialized AI tool vs. an LLM

If you’re hitting the limits of your LLM because you need more data or niche training, you’re likely doing a lot of high-end knowledge work – and that’s where specialized AI tools come into play.

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Greg Shove
Section Staff
6 mins
For students
AI
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March 14, 2025

We tested two Deep Research tools. One was unusable.

Two LLMs have released Deep Research features without much of a splash. So if you’ve been wondering about them (and don’t want to pay the $200/month price tag), read on for our Chief of Staff’s take on ChatGPT vs. Gemini.

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Greg Shove
Ana Silva
6 mins
For students
AI
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March 7, 2025

How an agency is preparing for AI clients

AI has put a big question mark over the future of agencies. So we talked to David Freas, Managing Partner at Supermoon, about how he’s transforming his brand agency with AI agent teammates – and for AI agent clients.

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Greg Shove
Section Staff
5 mins
For students
AI
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February 28, 2025

AI can think now. What does that mean for you?

The next stage of LLMs is here: AI that “thinks,” or breaks down problems step-by-step like a human would. Here’s how we got here, and what it means for how you use AI.

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Greg Shove
Chase Ballard
5 mins
For students
AI
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December 19, 2023

What you actually need to know about how AI works

Right now, AI chatbots seem like magic, and that’s dangerous. It makes it easy to overestimate their abilities. You don’t need to know every technical detail of how AI works – but you do need to know enough to understand its limitations. 

Dive into what you really need to know about how AI works.

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Greg Shove
Taylor Malmsheimer, Head of Strategy
7 mins
For students
AI
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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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April 4, 2025

Is Deep Research worth $200 a month?

With new AI tools coming out all the time, it’s hard to know which ones are worth investing in. So here’s our lead AI consultant’s framework for whether you should shell out for Deep Research or not.

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Greg Shove
Chase Ballard
6 mins
For companies
AI
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March 29, 2025

AI is good enough, the humans need help

Newsflash if you’re waiting for AI to get better before you invest: It’s already pretty good, it’s the people using it that need to get a lot better – and fast. Greg is taking over this week’s newsletter to show you why.

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Greg Shove
Greg Shove, CEO
7 mins
For companies
AI

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