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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May 1, 2024

How to get AI to nail a task in 4 steps

If you want AI to take over your grunt work, you have to put in some upfront effort to show it how. Our Education Product Lead, Tara Aranha, is giving you 4 easy steps to follow.

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Greg Shove
Tara Aranha
6 mins
For students
AI
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April 24, 2024

The best open-source AI chatbots in April 2024

While big players like OpenAI, Anthropic, and Google have been stealing the spotlight, a crew of underdogs have been working on models to give them a run for their money. But how do they stack up?

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Greg Shove
Chase Ballard
5 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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