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

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.

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 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.

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.

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.

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.

Gemini for Google Workspace: What You Need to Know
What is Gemini for Google Workspace, and is it worth investing in? Our in-house AI expert will tell you.

Meet the professor: Google’s Ted Souder from Building an AI-First Organization
Ted Souder is back to teach our Building an AI-First Organization workshop. Get to know him a little better (and why we keep bringing him back for more).

What is Prompting for AI? The Beginner's Guide to AI Prompt Writing
What is prompting? In this beginner's guide to instructing AI models like ChatGPT through written prompts, you'll earn the basics of prompting for natural AI conversations.

GPT-4o: What’s cool, what’s hype, and what happens next
Our in-house AI expert talks all things GPT-4o and what it means for the future — ours and AI's.

Try these 3 things before giving up on AI
In this interview, Jeremy Utley exposes the confirmation biases that cause us to bounce off AI – and how you can get a result that will make it stick.

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.

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.
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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?

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.

Being good at prompting isn’t enough
Your team needs to move from AI prompting to redesigning workflows with agents. Here's how.

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.

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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