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Expertise, Skills, and the Effect of AI

In this issue, we dig into the question of how AI affects expertise and skills: how AI affects mastering a complex field like coding, preserving human expertise in the age of AI, and a conversation with Matt Beane about his book, The Skill Code.

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Preserving Human Expertise in the Age of AI

AI's impact on skill development: Balancing productivity gains with long-term expertise. Explore how AI changes apprenticeships, challenges traditional learning, and affects industries. Learn strategies to integrate AI while preserving crucial human skills and mentorship.

Matt Beane: The Skill Code

Matt Beane: The Skill Code

A conversation with UC Santa Barbara Assistant Professor Matt Beane about his book "The Skill Code: How to Save Human Ability in an Age of Intelligent Machines."

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Helen's Books of the Week

As meta-researchers, we consume ideas and research from a variety of sources. Books, in particular, are an important source. And Helen reads a lot of them. Each week she profiles one book in our newsletter—and this is the the full list.

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The $1 Trillion Question

The $1 Trillion Question, Mortality in the Age of Generative Ghosts, Your Mind and AI, How to Design AI Tutors for Learning, The Imagining Summit Preview: Adam Cutler, and Helen's Book of the Week.

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Your Mind and AI

Magritte's "Son of Man" metaphor explores digital obscurity of reality. AI model collapse mirrors human isolation effects. Minds struggle without diverse input. Balancing AI benefits and genuine human connection crucial. Develop metacognitive skills to navigate this new landscape.

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How to Design AI Tutors for Learning

Generative AI promises personalized learning at scale but risks creating dependency. Complementary cognitive artifacts enhance skills; competitive ones replace them. Effective AI tutors balance engagement and autonomy, expanding human cognition without diminishing critical abilities.

The Intimacy Surface

The Intimacy Surface

The Intimacy Surface, How to Use Generative AI, Part 9: Reflect, John Havens: Heartificial Intelligence, Improve Your Prompts with Many-Shot In-Context Learning, The Imagining Summit Preview: Jamer Hunt, Helen's Book of the Week, and Facts & Figures about AI & Complex Change.

Science review: Many-shot in-context learning

Improve Your Prompts with Many-Shot In-Context Learning

Explore Many-Shot In-Context Learning to enhance AI interactions. Learn five strategies from Google DeepMind's research to optimize your prompts for language models like ChatGPT. Improve your AI prompt engineering skills and maximize AI capabilities.

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Trust: The Foundation of the Intimacy Economy

Trust: The Foundation of the Intimacy Economy, Creativity in the Age of Artificiality, A New Framework for Understanding Emergence in Complex Systems, How to Use Generative AI Part 8, and more!

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