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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.

AI
Hallucinations
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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.

AI
Deep Research
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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.

AI
Leadership
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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.

AI
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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.

AI
Deep Research
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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.

AI
Agents
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Free trial vs. freemium: Which product-led growth tactic is right for you? ‍

Have you ever set up a free trial to test drive a product before you bought it? We bet you have (and you might have even forgotten to cancel it after the week was up – oops).

In our workshop Driving Product-Led Growth, industry guru Wes Bush teaches you to use “try before you buy” tactics – like free trials, freemium, and demo modes – to capture customers long before they swipe their credit card.

Here, with Wes’ help, we share an easy-to-use framework for picking the tactic that’s right for your business.

Product
Growth
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How I use Product Strategy frameworks to win client business

How do you make your product stand out in a sea of competitors? Product Strategy alum Justin Lee shares his approach.

Product
strategy
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Having morale issues? Try telling better stories

Unhappy workers have usually lost faith in their leadership's story. Here's how to tell a better one.

storytelling
leadership
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Can't stop checking your favorite app? Here's why.

Have you ever been bored and caught yourself checking Instagram just seconds after you closed it?

I’m sure you didn’t reopen it because you had an overwhelming urge to see more pics of your college roommate's lunch. You did it without thinking, like it was second nature.

If that sounds familiar, then I hate to break it to you: You have a habit.

And what’s more, that habit was built intentionally – by the people who designed your app.

product
psychology
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3 proven ways to get customers to share your product

Here’s a simple fact about human nature: The better something makes someone look, the more likely they are to share it.

You probably noticed this on your Instagram feed at the end of last year, when a metric ton of your friends shared their Spotify Wrapped playlist.

What makes sharing the Spotify Wrapped playlist so irresistible? 

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4 proven business strategies from NYU Stern Prof. Scott Galloway

Growing a business can be rough. Even after you’ve drafted a masterful business plan and secured enough capital to see it to fruition, you’re still facing an uphill battle.

In fact, 65 percent of businesses fail within their first 10 years.

So how do you beat the odds? You can start by leveraging these four winning concepts NYU Stern Professor Scott Galloway lays out in his upcoming Business Strategy Sprint.

We’ll break them down.

business
strategy
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2026 was the year of the agent. 2027 is the year of computer use.

Get ready for the era of AI that uses your computer just like you do.

AI
Computer use
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How to evaluate a new model release (and why the benchmarks can't do it for you)

Should you be using the latest and greatest AI model? And if so, what for?

AI
Models
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You want AI ROI? Know what drives your business

Getting AI ROI starts with understanding your key business drivers and how AI could accelerate them.

AI ROI
AI strategy
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Being good at prompting isn’t enough

Your team needs to move from AI prompting to redesigning workflows with agents. Here's how.

AI workflow redesign
AI strategy
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5 questions every AI leader will need to answer in 2027

The questions for Heads of AI will get harder in 2027. Here's how to prepare as you set your 2027 AI strategy.

AI strategy
Head of AI jobs
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What Should Be in Your AI Budget for 2027

Budget season is coming. Here's everything that should be in your AI transformation budget in 2027.

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Section HQ

For any

(and every)

leader responsible for AI success

From org-wide impact to department-level use cases, Section HQ gives every leader the insights they need to drive progress.

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The Agentic Enterprise Strategy Summit

How to build, deploy, and govern AI agents in enterprise organizations

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