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COMPLEXITY

Latest episodes

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Nov 20, 2024 • 48min

Nature of Intelligence, Ep. 5: How do we assess intelligence?

In this discussion, Erica Cartmill, a cognitive science professor, and Ellie Pavlick, a computer science and linguistics expert, dive into the intricate nature of assessing intelligence. They critique traditional IQ tests while exploring historical perspectives on intelligence. The duo highlights communication differences between humans and animals, shedding light on social cognition. They also discuss the challenges in evaluating large language models, questioning conventional assessments and redefining what it means to understand intelligence across species.
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Nov 6, 2024 • 39min

Nature of Intelligence, Ep. 4: Babies vs Machines

Linda Smith, a pioneer in infant language learning research, joins Michael Frank, an expert in cognitive development from Stanford, to explore how humans and AI learn. They discuss groundbreaking studies using head-mounted cameras to understand infant perception and the importance of social interactions in learning. The conversation highlights the contrast between the rich, multimodal experiences of babies and the data-driven methods of AI. They also challenge the effectiveness of traditional evaluations of language models, questioning their ability to truly understand language like infants do.
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Oct 23, 2024 • 45min

Nature of Intelligence, Ep. 3: What kind of intelligence is an LLM?

Murray Shanahan, a cognitive robotics expert at Google DeepMind, teams up with Harvard's Tomer Ullman, who focuses on cognition and development. They dive into what distinguishes human intelligence from that of large language models. The discussion unpacks the misconceptions of LLMs as intelligent beings, addressing their 'hallucinations' and inability to genuinely discern truth. They also ponder the alignment problem in AI and question whether LLMs embody real consciousness or merely simulate human-like behavior.
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Oct 9, 2024 • 38min

Nature of Intelligence, Ep. 2: The relationship between language and thought

Join Evelina Fedorenko, an MIT Associate Professor exploring the brain's language functions, along with Steve Piantadosi, a UC Berkeley expert on child language acquisition, and Gary Lupyan, who investigates language evolution at UW-Madison. They delve into the dynamic interplay between language and thought, discussing whether intelligence emerges from language or the other way around. The conversation touches on the challenges posed by large language models to traditional linguistics, individual cognitive processes, and the fascinating disconnect between language abilities and reasoning skills.
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Sep 25, 2024 • 43min

Nature of Intelligence, Ep. 1: What is Intelligence

In this engaging discussion, Alison Gopnik, a renowned psychologist from UC Berkeley, and John Krakauer, a distinguished professor of neuroscience at Johns Hopkins, dive into the essence of intelligence. They unravel how infants learn through causal exploration and share insights on the distinctions between human and machine intelligence. The conversation also tackles the philosophical implications of AI's advancement and examines the interplay between emotional and physical pain, revealing the deep connections within our cognitive experiences.
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Sep 19, 2024 • 3min

Trailer for The Nature of Intelligence

Dive into the fascinating world of intelligence as experts dissect what it truly means for machines to be 'smart.' Explore the differences between human cognition and AI capabilities, revealing the limits of current technology. Delve into the relationship between language and thought, questioning whether machines can ever replicate human intelligence. With insights from cognitive scientists and AI researchers, the conversation promises to challenge your understanding of intelligence across species.
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Apr 10, 2024 • 41min

Physics of Life, Ep 6: Multiple worlds, containing multitudes

NASA's Heather Graham discusses astrobiology, biosignatures, and designing instrumentation for spaceflight. The podcast explores Katherine Johnson's story through a rock opera, origins of life in Earth's depths, evolution, regulation in organisms and organizations, comparison of company evolution to cellular systems, and the significance of asteroid sample returns for studying Earth's history.
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Mar 27, 2024 • 34min

Physics of Life, Ep 5: How human history shapes scientific inquiry

David Krakauer and Sean Carroll discuss human history's impact on scientific inquiry, from genetic causality debates to the quest for emergent laws in complex systems. They explore the balance between simplicity and complexity in physics, interdisciplinary challenges in research, and the entropic nature of life and the universe. The podcast highlights the Santa Fe Institute's role in promoting adaptive scientific inquiry.
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Mar 13, 2024 • 34min

Physics of Life, Ep 4: The physics of collectives

Exploring the intelligent behavior of ants and its relevance to human societies. Discussing the role of city size in innovation and communication technologies. Highlighting the power of collectives in driving breakthrough inventions. Analyzing the necessity of rules for coherent functioning in complex systems.
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Feb 28, 2024 • 29min

Physics of Life, Ep 3: Why is life so diverse?

Delving into the enigma of life diversity, the podcast explores scaling laws in organisms and the ecological network of metastatic cancer. It discusses biodiversity in the face of climate change and the importance of scientific trans-culturalism. Exploring how organisms adapt to diverse environments through scaling laws offers prospects for future challenges.

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