Veritasium

How much LSD should you give an elephant?

Jul 25, 2026 36 min
scaling lawsbiologycomplexitygeoffrey westpower laws
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Summary

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This video explores the concept of scaling laws in biology and cities, inspired by the book 'Scale' by Geoffrey West. It delves into how properties like metabolic rate, lifespan, and even societal phenomena like crime scale with size, and how these scaling laws are not always linear, often following power-law relationships. The video uses analogies and real-world data to illustrate these fascinating principles.

The video begins by questioning the intuitive assumption that scaling laws are linear, introducing the concept of quarter-power scaling, first observed by Max Kleiber in the 1930s regarding mammalian metabolic rates. This principle, where metabolic rate scales with mass to the 3/4 power, suggests that larger animals are more energy-efficient per unit of mass. This idea is extended to other biological systems, like circulatory networks, where the length of blood vessels scales with mass to the 1/4 power, and finally to cities, where innovations and infrastructure scale with population to differing exponents, leading to superlinear scaling for things like wealth and crime, but sublinear scaling for infrastructure.

The video also touches upon the CIA's Project MKUltra, an infamous experiment involving LSD and mind control, as an unrelated anecdote that highlights the dangers of misapplying scaling principles and the potential for disastrous outcomes when scientific exploration ignores ethical boundaries. It then returns to scaling laws, presenting a table of various biological properties and their scaling exponents, noting that mammals tend to follow the 3/4 power law for many quantities, while others, like lifespan, show different scaling relationships.

Finally, the video discusses the implications of these scaling laws, suggesting that they reveal fundamental principles underlying growth, development, and even the eventual decline and death of organisms, cities, and companies. The scaling laws observed in biology, such as the prevalence of 3/4 power laws for metabolic rate and brain size, are contrasted with observations in cities, where different exponents apply to infrastructure (sublinear scaling) and innovation (superlinear scaling). This suggests that while universal laws may exist, they manifest differently across various systems, highlighting the complexity and interconnectedness of biological and social phenomena.

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Worth watching if: You're interested in the fundamental principles governing the size, growth, and efficiency of living organisms and complex systems like cities. This video is for anyone curious about how mathematical laws explain patterns in nature and society.

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