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/Accomplishing the Impossible

Accomplishing the Impossible

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The Road Not Taken

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Career Professionals

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College and Early Career

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Winner Take All

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The Breakthrough: Mapping the Apprentice Journey

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Take Joy in the Challenge (Part One)

In this part

Take Joy in the Challenge (Part One)
Lab Assignment
The Goal
Hidden Adventure
Extreme Resource Limits
Memory Cleanup
Summary
Questions for Reflection
Token Space Management (Part Two)
Smoke on the Water
Embracing Challenges
Time Travel Patterns
Summary
Questions for Reflection
Doing It Because It Has Never Been Done Before (Part Three)
Two Esoteric Chapters
Too Esoteric to be Chapters
The Pattern Revealed
Have Fun With the Challenges
Most Important Lesson
Close Observation Yields Breakthrough Insights
Exposing More Associations
Attention Mechanism: Template Pattern Trumped Reasoning Pattern
Filtering Responses
Summary
Questions for Reflection