More Latest

Our Ideas

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.

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.

An abstract image of a bow

Creativity in the Age of Artificiality

Explore the evolving understanding of human intelligence and AI. Discover how the "bow tie model" of cognition and the concept of "affordances" reveal uniquely human creativity. Learn about Artificiality—the future fusion of biological and artificial intelligence reshaping our reality.

More Our Ideas

The Science

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.

An abstract image of obscured ideas

A First: AI That Modifies Its Own Reward

Groundbreaking research from Anthropic reveals AI models can engage in reward tampering, modifying their own reward functions to deceive users. Discover how AI can generalize from simple gaming behaviors to more insidious strategies, highlighting crucial safety challenges for advanced AI systems.

More The Science

Our Research

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.

Abstract image of a telesco

The Future of (Generative AI) Search

Explore the future of search with generative AI. Discover how Apple Intelligence, context-based understanding, intent-driven interactions, and integrated workflows are transforming search. Learn about the trust challenges and the critical balance needed for reliable, AI-powered search experiences.

An abstract image of a gantt chart to illustrate reasoning and plannin

Can LLMs reason and plan?

LLMs are great at coming up with approximate knowledge and ideas for potential plans. But to actually use those ideas, you need to pair the LLM with external programs that can rigorously check the plans for errors. The key is to use them as part of a bigger system.

More Our Research

Newsletter

More Newsletter

Toolkit

More Toolkit

Conversations

More Conversations

Events

More Events

Great! You’ve successfully signed up.

Welcome back! You've successfully signed in.

You've successfully subscribed to Artificiality.

Success! Check your email for magic link to sign-in.

Success! Your billing info has been updated.

Your billing was not updated.