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  1. Conversations with Tyler
  2. Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture
Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler · Dec 17, 2025

Alison Gopnik on how children learn like Bayesian scientists, are more conscious than adults, and what our education systems get wrong.

View Generative AI as a Cultural Technology, Not a Synthetic Mind

The common metaphor of AI as an artificial being is wrong. It's better understood as a 'cultural technology,' like print or libraries. Its function is to aggregate, summarize, and transmit existing human knowledge at scale, not to create new, independent understanding of the world.

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture thumbnail

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler·2 months ago

Good Nurturing Increases Sibling Differences, Complicating Twin Studies

The effect of a good caregiving environment is not to make siblings more similar, but to increase their variability by allowing diverse traits to flourish. This challenges the foundation of twin studies, where a lack of correlation between siblings is often interpreted as a lack of environmental influence.

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture thumbnail

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler·2 months ago

Caregiving's Invisibility in Economics Masks Its Fundamental Social Role

Caregiving is central to human meaning and morality but remains invisible in economic metrics like GDP. Its fundamental structure—transferring resources to others to achieve their goals—is a social relation entirely different from typical power or contract-based interactions studied in social sciences.

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture thumbnail

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler·2 months ago

Psychiatric Diagnoses Like Autism Resemble Archaic Medical Terms like 'Dropsy'

A diagnosis like autism may function like the 19th-century term 'dropsy' (swelling). It accurately describes a collection of symptoms but doesn't necessarily identify a single, unified underlying cause. The label captures a surface-level phenomenon, not a fundamental 'thing' in the world.

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture thumbnail

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler·2 months ago

'General Intelligence' Is a Myth Because Key Cognitive Skills Are in Tension

The idea of a single 'general intelligence' or IQ is misleading because key cognitive abilities exist in a trade-off. For instance, the capacity for broad exploration (finding new solutions) is in tension with the capacity for exploitation (efficiently executing known tasks), which schools and IQ tests primarily measure.

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture thumbnail

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler·2 months ago

Babies Are More Conscious Than Adults Due to Their Unfocused Awareness

Babies experience a more expansive form of consciousness than adults. While adults have focused, problem-solving consciousness, babies have a 'lantern' awareness, absorbing vast, unfiltered information from their surroundings. This state is similar to an adult's experience when traveling to a new, stimulating place.

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture thumbnail

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler·2 months ago

Children Outperform Scientists in Bayesian Reasoning Due to Weaker Priors

Children are more rational Bayesians than scientists because they lack strong pre-existing beliefs (priors). This makes them more open to updating their views based on new, even unusual, evidence. Scientists' extensive experience makes them rationally stubborn, requiring more evidence to change their minds.

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture thumbnail

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler·2 months ago

Modern Schooling Is a Perfect Example of Goodhart's Law in Action

Schooling has become a victim of Goodhart's Law. When a measure (grades, test scores) becomes a target, it ceases to be a good measure. Students become experts at 'doing school' — maximizing the signal — which is a separate skill from the actual creative and intellectual capabilities the system is supposed to foster.

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture thumbnail

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler·2 months ago

Children's Random Exploration Mirrors AI's 'Simulated Annealing' Algorithm

A child's seemingly chaotic learning process is analogous to the 'simulated annealing' algorithm from computer science. They perform a 'high-temperature search,' randomly exploring a wide range of possibilities. This contrasts with adults' more methodical 'low-temperature search,' which involves making small, incremental changes to existing beliefs.

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture thumbnail

Alison Gopnik on Childhood Learning, AI as a Cultural Technology, and Rethinking Nature vs. Nurture

Conversations with Tyler·2 months ago