AI:ROI Insights

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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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August 14, 2025

Ex-OpenAI exec: Leaders lack AI conviction

ICs get a lot of the blame for stalling or failing AI deployments. But former OpenAI executive,  Zack Kass, says they could very well be the scapegoats for scrambling leadership.

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Greg Shove
Section Staff
7 mins
For students
AI
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August 9, 2025

What you really need to know about ChatGPT-5

ICYMI, OpenAI launched ChatGPT-5 . If your head is still spinning from the other 6 models they’ve released this year, here’s our guide on what’s different and what you actually need to pay attention to.

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Greg Shove
Section Staff
9 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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