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AI Agents Explained: The clear, no-hype definition

“Agents” have become one of the biggest hyped and most misused terms in AI. So here’s the real definition from someone who builds AI solutions for a living.

AI
Agents
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There’s plenty of AI ROI - if you’re willing to work for it

A theme emerged in the chat of this year's AI:ROI Conference: 11 experts shared their value-adding AI strategies but people were just looking for magic formulas. Here were the biggest insights we think they overlooked.

AI
The AI:ROI Conference
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Is AI good enough to lay off your engineers?

Are AI coding tools good enough to replace humans? Here’s the verdict from a founder who had to make that choice.

AI
Coding
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How to hire AI power users

If you want an AI-first team, you need to hire AI-first people. But, like critical thinking, this is not a skill you can suss out with scenario-based questions – you need to see it in action. Here’s how we do it at Section.

AI
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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.

AI
AI Proficiency Report
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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.

AI
ROI
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Yes, you will lose your job to AI

Greg's best advice for preserving your value.

AI
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AI agents are cool, but not for the reasons you’ve heard

You’ve seen articles and flashy demos and tons of promises about the imminent future of agents. But how much of that is actually possible and how much is hype? Lutra AI co-founder and CEO, Jiquan Ngiam sat down with us to suss it out.

AI
Agents
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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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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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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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