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An abstract image of mirrors, windows, and rooms

Mirrors, Windows, Rooms, and Life as Information

This week we are leaning into multiple metaphors: AI as a mirror, UX design as a window or room, and life as information. Plus: read about Michael Levin's upcoming presentation at the Imagining Summit, Helen's Book of the Week, and our upcoming events.

Aesthetics does not equal design...but aesthetics can mask the absence of design

The Design Illusion of LLMs

It’s easy to fall prey to the design illusion that because LLMs look sleek, they must be well-designed. But aesthetics alone do not equal design. As Steve Jobs once said, “Design is not just what it looks and feels like. Design is how it works.”

Shannon Vallor: The AI Mirror

Shannon Vallor: The AI Mirror

A conversation with Shannon Vallor, professor of ethics and technology at the University of Edinburgh, and the author of The AI Mirror.

An abstract image of books on a bookshelf

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.

An abstract image of a person with their head in their hands

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.

An abstract image of human skills and expert

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."

An abstract image of a data center made out of gold coins

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.

An abstract image of a person standing in a field of green apples

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.

Abstract image of a classroom with an AI tutor

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.

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