---
id: "framework-nate-7-principles"
type: "framework"
source_timestamps: ["00:19:52", "00:26:00"]
tags: ["parenting", "pedagogy", "actionable-framework"]
related: ["concept-calculator-moment", "concept-specification-literacy", "action-attempt-before-augmenting", "action-enforce-manual-foundations", "action-train-error-detection", "framework-singapore-ai-ed"]
speakers: ["Nate B. Jones"]
steps: ["Foundation before leverage", "Specification is the new literacy", "\"Be a director", "not a passenger\"", "Sequence the autonomy", "Teach kids to catch the machine", "\"Build", "don't browse\"", "Attempt before augmenting"]
sources: ["s10-vibe-codes"]
sourceVaultSlug: "s10-vibe-codes"
originDay: 10
---
# Nate's 7 Principles for Raising AI-Era Kids

## Overview

A set of seven operating principles designed by [[entity-nate-b-jones]] for parents and educators to help children navigate the transition into an AI-saturated world without losing their cognitive capabilities. This is the practical core of the talk.

## The Seven Principles

### 1. Foundation Before Leverage
Build manual cognitive skills first. Reading physical books, mental arithmetic, pencil work. See [[claim-manual-struggle-required]] and [[action-enforce-manual-foundations]]. Anchored in [[concept-calculator-moment]].

### 2. Specification Is The New Literacy
Teach kids to define goals, constraints, and context. See [[concept-specification-literacy]] and [[action-teach-specification]]. This is the affirmative skill — what kids should be *learning* alongside (not instead of) the foundations.

### 3. Be A Director, Not A Passenger
Active agency over passive consumption. The child should be giving instructions to AI, not receiving outputs to copy.

### 4. Sequence The Autonomy
Start kids with bounded AI tools (homework helpers with guardrails). Graduate them to open-ended agents only after specification and metacognition skills are demonstrated. See [[concept-metacognition]].

### 5. Teach Kids To Catch The Machine
Train children to spot AI hallucinations, factual errors, and logical flaws. Operationalized in [[action-train-error-detection]]. Required because LLMs hallucinate confidently — see [[prereq-llm-hallucinations]].

### 6. Build, Don't Browse
Prioritize [[concept-constructionism]] and making things over passive scrolling. [[concept-vibe-coding-d10]] is the modern instantiation.

### 7. Attempt Before Augmenting
Always try the problem manually before asking the AI for help. Operationalized in [[action-attempt-before-augmenting]]. Defends against [[concept-learned-helplessness]].

## How To Use The Framework

These are *operating rules* for households and classrooms, not abstract values. Each principle has a corresponding action note. The principles are also mutually reinforcing: violating one (e.g., skipping foundations) collapses the others.

## Relation To Singapore's Policy

[[framework-singapore-ai-ed]] provides the macro four-step national curriculum logic. Nate's 7 principles are the micro household-level translation — particularly of step 4, 'Learn beyond AI.'