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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April 9, 2025

AI agents are cool, but not for the reasons you’ve heard

You’ve seen articles and flashy demos and tons of promises about the imminent future of agents. But how much of that is actually possible and how much is hype? Lutra AI co-founder and CEO, Jiquan Ngiam sat down with us to suss it out.

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Greg Shove
Section Staff
5 mins
For students
AI
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April 9, 2025

AI hallucinations aren’t a big deal

It’s hard not to hear that AI hallucinates and not have a few alarm bells go off. But ‘hallucinations’ is a loaded word. Machine & Partners’ Edmundo Ortega is back to explain why they’re nothing to worry about.

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Greg Shove
Section Staff
6 mins
For students
AI
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October 29, 2024

How the Royal Family’s AI-powered mental health agent overcame privacy concerns

Most orgs feel unready for the challenges that Gen AI brings to risk management. Yet many AI applications will have to navigate the line between user value and user privacy. So we sat down with specialist, Brian Kolodny, to understand how he traversed matters of privacy when building a mental health bot for the Royal Family’s foundation.

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Greg Shove
Section Staff
4 mins
For companies
AI
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October 25, 2024

Our Guide to Building Enterprise AI Applications

Every company needs to be thinking about where AI slots into their product or service, but all the noise and hype makes it hard to determine what a valuable vs. novel use case looks like. Machine & Partners’ Ed Ortega is sharing 2 frameworks to narrow down your laundry list of AI ideas.

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Greg Shove
Section Staff
5 mins
For companies
AI

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