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Luke Taylor

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How to Build an AI Workflow That Preserves Judgment

How to Build an AI Workflow That Preserves Judgment

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3 min read
How I Separate AI Assistance From Decision Ownership

How I Separate AI Assistance From Decision Ownership

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3 min read
How to Spot AI Overreach in Your Own Work

How to Spot AI Overreach in Your Own Work

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3 min read
How I Review AI Outputs When the Stakes Are High

How I Review AI Outputs When the Stakes Are High

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3 min read
I Started Treating AI Outputs as Drafts Again — Everything Improved

I Started Treating AI Outputs as Drafts Again — Everything Improved

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3 min read
6 Ways AI Convenience Quietly Lowers Standards

6 Ways AI Convenience Quietly Lowers Standards

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2 min read
5 Signs Your AI Skills Aren’t Operational Yet

5 Signs Your AI Skills Aren’t Operational Yet

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3 min read
How to Evaluate AI-Assisted Work Without Overtrust

How to Evaluate AI-Assisted Work Without Overtrust

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How to Stress-Test AI Skills Before They Matter

How to Stress-Test AI Skills Before They Matter

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How to Tell If AI Is Helping or Diluting Your Thinking

How to Tell If AI Is Helping or Diluting Your Thinking

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How to Build AI Skills That Improve Decision Quality

How to Build AI Skills That Improve Decision Quality

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How AI Changes What “Good Work” Looks Like

How AI Changes What “Good Work” Looks Like

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2 min read
Why AI Skills Plateau Without Deliberate Practice

Why AI Skills Plateau Without Deliberate Practice

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How Professionals Misjudge AI Output Quality

How Professionals Misjudge AI Output Quality

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Why AI Fluency Is a Moving Target

Why AI Fluency Is a Moving Target

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When Using AI Became a Professional Risk

When Using AI Became a Professional Risk

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I Reduced Stress Without Tracking More

I Reduced Stress Without Tracking More

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What Happens When Money Systems Go Untouched

What Happens When Money Systems Go Untouched

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I Designed My Money Around Reality

I Designed My Money Around Reality

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Why My Finances Needed Fewer Rules Over Time

Why My Finances Needed Fewer Rules Over Time

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I Reduced Risk by Expecting Less From My Finances

I Reduced Risk by Expecting Less From My Finances

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When My Money System Stopped Matching My Life

When My Money System Stopped Matching My Life

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How I Rebuilt Trust in My Own Judgment After AI

How I Rebuilt Trust in My Own Judgment After AI

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I Stopped Asking AI for Answers — Results Improved

I Stopped Asking AI for Answers — Results Improved

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Why AI Tools Fail in Messy Real-World Work

Why AI Tools Fail in Messy Real-World Work

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When AI Reduced My Confidence Instead of Helping

When AI Reduced My Confidence Instead of Helping

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What AI Revealed About My Weakest Thinking Habits

What AI Revealed About My Weakest Thinking Habits

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I Made My Finances Easier to Maintain

I Made My Finances Easier to Maintain

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I Built Forgiveness Into My Money System

I Built Forgiveness Into My Money System

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I Stopped Forcing My Finances to Behave

I Stopped Forcing My Finances to Behave

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I Treated Calm as a Metric

I Treated Calm as a Metric

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I Designed My Money Around Reality

I Designed My Money Around Reality

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My Finances Improved When I Expected Less

My Finances Improved When I Expected Less

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What Actually Made My AI Skills Stick

What Actually Made My AI Skills Stick

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I Used AI Successfully — Then Plateaued

I Used AI Successfully — Then Plateaued

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Why AI Felt Easy Until It Didn’t

Why AI Felt Easy Until It Didn’t

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I Thought Consistency Was Enough for AI Learning

I Thought Consistency Was Enough for AI Learning

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How I Rebuilt My AI Learning From Scratch

How I Rebuilt My AI Learning From Scratch

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9 Signs Your Money System Is Too Brittle

9 Signs Your Money System Is Too Brittle

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12 Patterns That Predict Financial Instability Early

12 Patterns That Predict Financial Instability Early

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6 Ways Financial Stress Builds Invisibly

6 Ways Financial Stress Builds Invisibly

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8 Signals Your Money System Lacks Redundancy

8 Signals Your Money System Lacks Redundancy

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7 Constraints That Improve Financial Stability

7 Constraints That Improve Financial Stability

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10 Money Decisions That Increase Cognitive Load

10 Money Decisions That Increase Cognitive Load

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7 Signs You’re Learning AI “Wide” but Not “Deep”

7 Signs You’re Learning AI “Wide” but Not “Deep”

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6 Signals Your AI Practice Lacks Real Feedback

6 Signals Your AI Practice Lacks Real Feedback

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10 AI Learning Patterns That Lead to Early Plateaus

10 AI Learning Patterns That Lead to Early Plateaus

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8 Behaviors That Weaken AI Skill Transfer

8 Behaviors That Weaken AI Skill Transfer

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5 Structural Reasons AI Learning Breaks Down

5 Structural Reasons AI Learning Breaks Down

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What “Enough” Means in a Stable Money System

What “Enough” Means in a Stable Money System

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Why Money Stress Is a Lagging Indicator

Why Money Stress Is a Lagging Indicator

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How Financial Systems Absorb Shocks Over Time

How Financial Systems Absorb Shocks Over Time

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Why More Financial Data Doesn’t Equal Better Decisions

Why More Financial Data Doesn’t Equal Better Decisions

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What Makes Financial Calm Sustainable

What Makes Financial Calm Sustainable

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Why Financial Stability Feels Boring — and Why That’s a Feature

Why Financial Stability Feels Boring — and Why That’s a Feature

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What Separates Temporary AI Users From Long-Term Practitioners

What Separates Temporary AI Users From Long-Term Practitioners

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Why Learning AI Slows Down Before It Speeds Up

Why Learning AI Slows Down Before It Speeds Up

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The Cognitive Tradeoffs of Heavy AI Assistance

The Cognitive Tradeoffs of Heavy AI Assistance

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Why AI Learning Feels Easy — Until It Doesn’t

Why AI Learning Feels Easy — Until It Doesn’t

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What Real AI Adaptability Looks Like in Practice

What Real AI Adaptability Looks Like in Practice

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