AI:ROI Insights

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September 4, 2025

AI’s progress may be holding your team back

On paper, the rapid release of new AI models and features looks like a win for knowledge workers. In reality, teams are drowning in AI overwhelm. Here’s how leaders can help them scale an ever-steeper learning curve.

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Greg Shove
Section Staff
6 mins
For companies
AI
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August 25, 2025

How to find AI workflows that actually translate to ROI

AI is pointing out a big point of weakness in a lot of organizations: too few can actually name the value-generating processes that drive revenue. So Machine & Partners’ Ed Ortega is giving you his 5 step framework for doing just that.

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Greg Shove
Edmundo Ortega
7 mins
For students
AI
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August 21, 2025

Losing Our Minds To AI

Let’s have the hard conversation: Yes, AI reliance will atrophy your brain. But knowing that ahead of time can help you get ahead of it – before it impacts your job.

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Greg Shove
Greg Shove, CEO
10 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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June 16, 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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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 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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