The Wizard's Lens: Learn to Think Like AI

Edward W. Barnard

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Table of Contents

Introduction

Introduction

AI Techniques Mastered

Becoming the Revolutionizer
The Ping Pong Effect
Same Skill Different Context
Familiar Techniques Applied Differently
Viewing Differently
Local Memory Refresh
Connecting the Dots
The Attention Mechanism

AI Techniques Discovered and Applied

The Conversation Begins: Discovering Systems Thinking
Refining a Mental Model Through Close Observation
- Two-Part Responses
- Summary
The Breakthrough: Mapping the Apprentice Journey

Accomplishing the Impossible

Take Joy in the Challenge (Part One)
Token Space Management (Part Two)
Doing It Because It Has Never Been Done Before (Part Three)
Close Observation Yields Breakthrough Insights

Mastery Independent of Technology

Jolene’s Story
The Mountain
College Spring Break
Planning, Preparation, and Practice
Mastering the Craft

Becoming the Revolutionizer

Choosing to Become

The Wizard’s Lens

It’s Not Rocket Science
Engaging With Complex Systems
Patterns of Mastery Emerging From Both Humans and AI
- Both Human and AI
- Opposites In Tension With Each Other

Road Map

Appendix A. HPC Tradecraft Road Map

The Wizard's Lens: Learn to Think Like AI/AI Techniques Discovered and Applied/Refining a Mental Model Through Close Observation

Refining a Mental Model Through Close Observation

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Two-Part Responses

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Summary

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Refining a Mental Model Through Close Observation
Two-Part Responses
Summary