David Wolpert on the No Free Lunch Theorems and Why They Undermine the Scientific Method

Explore the No Free Lunch Theorems and their implications for science, intelligence, and modeling. Gain insights into the relationship between mathematics and physics, and the limitations of universal problem-solving strategies.

• YouTube
• 52 minutes
• On-Demand
• Free Video

When Computers Look at Art

Explore how AI and computer vision revolutionize art analysis, offering new insights into paintings' style, meaning, and historical context while addressing challenges in image understanding.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Practice Makes Perfect - Learning from Massive Data

Explore how computers learn from massive data to perform tasks like spelling correction and translation, rivaling human capabilities through example-based learning.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

The Transformative Power of Information

Explore the transformative power of information in biology, featuring insights on communication, data, and technological advancements from a leading complexity scientist.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Provably-Secure Proof-of-Stake Blockchains - From Bitcoin to Ouroboros

Explore proof-of-stake blockchains as an energy-efficient alternative to Bitcoin's proof-of-work, focusing on the Ouroboros protocol's security and implementation in Cardano cryptocurrency.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Data, Algorithms, Justice and Fairness - Lecture 2

Exploring algorithmic fairness in justice systems: accuracy, data sources, and potential biases. Discusses AI decision-making, explainability, and societal implications of algorithms in criminal justice.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

Complexity: Life, Scale, and Civilization

Explore the nature of complexity across scales, from genes to civilizations, with leading thinkers discussing fundamental questions about the universe, life, and human existence.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

How We Came To Be Deluged By Tweets - The Evolution of Information Technology

Explore the evolution of information technologies and their impact on human consciousness, from ancient scripts to modern digital communication, featuring key historical figures.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Probabilistic Topic Models and User Behavior

Explore latent thematic structures in document collections and user behavior data. Learn how topic modeling algorithms can enhance predictions and understanding of collection organization.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Machine Learning and Social Norms - Balancing Fairness and Accuracy

Machine learning's impact on social decisions: Exploring fairness, privacy, and accountability in algorithmic decision-making across various domains. Discusses recent research and challenges in embedding social norms into predictive algorithms.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

The Information Edge: Creation in Life, the Economy, and the Universe - Lecture 1

Explore the Information Edge principle and its role in creation across the universe, from cosmic structures to economic systems, with MIT professor Seth Lloyd.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

The Information Edge: Collapse and Rebirth in Complex Systems - Lecture 2

Seth Lloyd explores the Information Edge's role in cosmic destruction and rebirth, from black holes to mass extinctions, and how complex systems regain balance after collapse.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

All Watched Over by Machines of Loving Grace - The Future of Biological Intelligence

Explore the future of biological intelligence in a world of distributed machine intelligence and potential cultural mechanisms surpassing human analytical capabilities.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

Smart Machines and What They Can Still Learn from People

Cognitive scientist Gary Marcus explores AI's progress, challenges, and potential lessons from human cognition, offering insights into the future of machine intelligence.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Research Problems in Blockchain and Ethereum

Explore cutting-edge research challenges in blockchain technology and Ethereum with insights from expert Virgil Griffith, delving into potential solutions and future developments.

• YouTube
• 54 minutes
• On-Demand
• Free Video