AI hallucinations, a free productivity guide, and lessons from McLaren Racing, inside
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Issue No. 03 · Jun 2026
AI Digest |
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| AI is getting better at everything. Except judgment. |
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| This issue: why AI still gets things wrong, what the best leaders know about human judgment, and a conversation with the former Chief Decision Scientist at Google you won't want to miss. |
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| Understanding Hallucinations in AI: Causes, Risks & Mitigation Strategies |
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AI can sound completely confident and be completely wrong. Hallucinations happen when models prioritize coherent-sounding output over accuracy, and if you're using AI at work, knowing why they happen is half the battle.
This article breaks down the main types of hallucinations, what causes them, and practical strategies to catch and reduce them so you can use AI more critically and reliably. |
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Feeling overwhelmed by your workload? You're not alone. We put together a free AI productivity guide with a simple prompt-based framework to instantly restructure your task list so it feels clear, organized, and actually manageable.
Inside: how to use AI as a productivity strategist, a step-by-step method to sort tasks by urgency and impact, and a 3-day action plan framework you can fill in right now. |
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| Helen Lee Kupp doesn't add AI to her work. She builds around it. |
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| Helen Lee Kupp co-founded Women Defining AI, helped scale Slack to over $1B in enterprise ARR, and now runs an AI-native nonprofit entirely on her own. Her WSJ bestselling book "How The Future Works" made the case for rethinking how we operate. Her Udemy courses make it practical. |
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| Don't be overwhelmed. Everyone feels behind. The best way to start is just to begin, figure out where AI might help you on a real task, then keep going. Little by little, you'll build intuition and one experiment will lead to the next. |
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| On Udemy, Helen teaches how AI and flexible work combine to create new ways of operating — for individuals and teams alike. |
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| McLaren PowerUp: The AI Performance Series — Driving the Human Engine |
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When McLaren's CHRO Daniel Gallo sits down with Udemy's Head of Enterprise AI Steve Cahill, you get a rare conversation between someone building the AI tools and someone deploying them at one of the world's most performance-driven organizations.
This installment of the PowerUp series gets into what it really takes to keep teams sharp, motivated, and moving forward when everything around them is changing fast. |
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| Ready to get ahead of the AI curve? Everything in this issue is available on Udemy. Check out our course sale, happening now. |
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The power of possibilities |
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