Understanding Knowledge Collapse and Its Relation to Historical and Current Knowledge

18 Feb 2025

Explore how AI, technology, and epistemic horizons contribute to knowledge collapse, affecting our access to historical and current knowledge.

How AI Is Narrowing Our View of the World

17 Feb 2025

Generative AI can reduce the diversity of knowledge, leading to knowledge collapse.

The Danger of AI-Generated Information

17 Feb 2025

AI can reduce the cost of accessing information, but over-reliance on AI-generated content leads to knowledge collapse.

How AI Might Be Recycling—and Shrinking—Knowledge

17 Feb 2025

Knowledge collapse occurs when information narrows over time, reducing diversity in thought and discovery.

Your AI Has a Favorite Opinion—And It’s Not Yours

17 Feb 2025

Large language models inherit biases from training data, struggle with long-tail knowledge, and favor mainstream viewpoints.

When AI Rewrites the Internet, What Do We Lose?

17 Feb 2025

AI-generated content affects knowledge distribution by influencing information cascades, network effects, and model collapse, leading to potential biases & more

How AI and Social Media Shape Knowledge Through Echo Chambers and Filter Bubbles

17 Feb 2025

AI and social media algorithms shape knowledge by reinforcing biases and limiting exposure to diverse ideas, leading to echo chambers and knowledge distortion.

AI Knows Best—But Only If You Agree With It

17 Feb 2025

AI’s efficiency may unintentionally narrow human knowledge, leading to “knowledge collapse.” Learn how this shift affects innovation and cultural diversity.

Ensuring Reproducibility in AI Research: Code and Pre-trained Weights Open-Sourced

19 Nov 2024

This statement outlines efforts to ensure the reproducibility of AI research