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Why most organizations aren’t ready to deploy AI

In September, we re-ran our AI Proficiency Survey to over 5,000 knowledge workers across the US, UK, and Canada. Our biggest takeaway: The knowledge workforce is vastly unprepared for an AI-augmented future.

AI
AI Proficiency Survey
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How the Royal Family’s AI-powered mental health agent overcame privacy concerns

Most orgs feel unready for the challenges that Gen AI brings to risk management. Yet many AI applications will have to navigate the line between user value and user privacy. So we sat down with specialist, Brian Kolodny, to understand how he traversed matters of privacy when building a mental health bot for the Royal Family’s foundation.

AI
Agents
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Our Guide to Building Enterprise AI Applications

Every company needs to be thinking about where AI slots into their product or service, but all the noise and hype makes it hard to determine what a valuable vs. novel use case looks like. Machine & Partners’ Ed Ortega is sharing 2 frameworks to narrow down your laundry list of AI ideas.

AI
Enterprise Apps
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How we used AI to improve course quality by 20%

One common misperception about AI is that it’s only good for making processes quicker. Education Product Lead, Kyra Atekwana, shared how it also improved our content quality by 20%.

AI
Custom GPT
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How a Bayer CFO is thinking about AI ROI

Your CFO will want to see your plan for proving ROI before they greenlight your AI initiatives. But what we learned from Bayer CFO, Florian Zirnstein, is that not all CFOs need to see hard numbers to measure success.

AI
ROI
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Benchmarking Section’s AI Proficiency

We've talked a lot about the AI proficiency of the broader workforce - but is Section even walking the walk? We ran our own AI Proficiency Survey internally - here's how we did it, what we learned, and how we're measuring ROI.

AI
AI Proficiency
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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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Pay your champions!

Most champions programs fizzle out because you're asking people to do real work and giving them nothing for it. Pay them, promote them, and they'll actually drive your transformation forward.

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The chasm is already visible

The competitive distance between companies experimenting seriously with agents and those that aren't is already further than you think, and it's widening every week.

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Notes from the field on AI transformation

If you're leading AI transformation, the highest-leverage investment you can make right now is activating your managers.

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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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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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What makes an AI ambassador program actually stick

Agital, a digital marketing agency, built an AI ambassador program that actually works because they got specific where most programs stay vague - on selection, accountability, and goal-setting.

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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 AI Strategy Summit

Everything you need to scale from individual productivity gains to enterprise-wise AI orchestration in one afternoon.

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