tech
I’m a neuroscientist who studies AI: Stop teaching kids skills they won't need in 10 years—how I'm raising robot-proof children
Vivienne Ming is a neuroscientist who has spent 30 years studying AI. She says most of the skills we're teaching kids now won't be needed in the future. Here's how she's raising machines that robots can't replace 20 years from now.

TL;DR
- Traditional education and hiring practices focused on elite degrees and test-taking skills may become obsolete as AI automates cognitive work.
- To prepare children for the future, parents should focus on building capacities like creativity, curiosity, and problem-solving.
- The 'Failure Resume' is a family ritual where failures are recorded and celebrated, reframed as learning opportunities that build resilience and the ability to tackle open-ended problems.
- Engineering serendipity involves creating environments that encourage unexpected connections and discoveries, similar to the informal learning opportunities at elite universities.
- Parents can foster serendipity by exposing children to diverse inputs and creating spaces for exploration and experimentation at home.
- Children should be taught to act as 'Chief AI Critics,' actively interrogating and evaluating AI-generated content rather than passively accepting it.
- Using 'Nemesis Prompts' can help children critically analyze AI outputs, sharpening their own perspectives and learning to discern valid critiques from machine noise.
- The ultimate goal is to equip children with the ability to generate unique answers and create their own meaning, which is the essence of creative labor.