Mark Erdmann’s Hatched Ideas

The Real AI Breakthrough Is Not Intelligence, It Is Measurability

The Real AI Breakthrough Is Not Intelligence, It Is Measurability

Jul 15, 2026

76%

From DNA to Documents: The New Problem Is Not Intelligence, It Is Compression

From DNA to Documents: The New Problem Is Not Intelligence, It Is Compression

Jul 14, 2026

1 views

78%

When Knowledge Stops Living in the Prompt and Starts Living in the Model

When Knowledge Stops Living in the Prompt and Starts Living in the Model

Jul 13, 2026

Why Benchmarks Stop Working the Moment They Start Winning

Why Benchmarks Stop Working the Moment They Start Winning

Jul 12, 2026

1 views

82%

The Fastest Teams Build Their Own Critic

The Fastest Teams Build Their Own Critic

Jul 11, 2026

1 views

When Benchmarks Stop Measuring Intelligence and Start Measuring Feedback

When Benchmarks Stop Measuring Intelligence and Start Measuring Feedback

Jul 10, 2026

2 views

Why Speed Is Not the Same as Intelligence

Why Speed Is Not the Same as Intelligence

Jul 9, 2026

2 views

68%

The Quiet Revolution: Why AI Becomes Trustworthy Only When It Learns to Read Your Systems

The Quiet Revolution: Why AI Becomes Trustworthy Only When It Learns to Read Your Systems

Jul 8, 2026

The Coming Age of Ambient Intelligence: When AI Sees and Remembers for You

The Coming Age of Ambient Intelligence: When AI Sees and Remembers for You

Jul 7, 2026

2 views

72%

When Models Learn More Than They Can Say: The Hidden Gap Between Skill and Truth

When Models Learn More Than They Can Say: The Hidden Gap Between Skill and Truth

Jul 6, 2026

2 views

91%

Why Good Prompts Fail When Tasks Become Real

Why Good Prompts Fail When Tasks Become Real

Jul 5, 2026

1 views

The Same Model That Writes Your Code Can Also Expose Your Identity

The Same Model That Writes Your Code Can Also Expose Your Identity

Jul 4, 2026

1 views

71%

Why the Smartest AI Systems Start by Getting Smaller

Why the Smartest AI Systems Start by Getting Smaller

Jul 3, 2026

2 views

87%

Why the Best AI Workflows Hide the Reasoning, Then Reveal It

Why the Best AI Workflows Hide the Reasoning, Then Reveal It

Jul 2, 2026

3 views

87%

When a Model Knows More Than Its Answers Can Prove

When a Model Knows More Than Its Answers Can Prove

Jul 1, 2026

13 views

When a Model Must Know It Is Guessing

When a Model Must Know It Is Guessing

Jun 30, 2026

2 views

Why Models Can Be Brilliant at the Next Word and Still Fail at the Next Step

Why Models Can Be Brilliant at the Next Word and Still Fail at the Next Step

Jun 29, 2026

2 views

87%

Why LLMs Fail at the Edges: Tokenization, Coordination, and the Case for Fewer Hidden Layers

Why LLMs Fail at the Edges: Tokenization, Coordination, and the Case for Fewer Hidden Layers

Jun 28, 2026

3 views

84%

The Strange New Privacy of Personality

The Strange New Privacy of Personality

Jun 27, 2026

2 views

91%

The Coming Shift From Tools You Use to Workspaces That Think With You

The Coming Shift From Tools You Use to Workspaces That Think With You

Jun 26, 2026

4 views

78%

Why the Next Great AI Breakthrough Is Not Better Chatting, But Better Ground Truth

Why the Next Great AI Breakthrough Is Not Better Chatting, But Better Ground Truth

Jun 25, 2026

1 views

91%

Why Great Organizations Run on Judgment, Not Hierarchy

Why Great Organizations Run on Judgment, Not Hierarchy

Jun 24, 2026

1 views

Why Fast Intuition Beats Slow Reasoning Only When Search Can Check It

Why Fast Intuition Beats Slow Reasoning Only When Search Can Check It

Jun 22, 2026

2 views

Why the Future of AI Belongs to the Machines That Can Fail in the Real World

Why the Future of AI Belongs to the Machines That Can Fail in the Real World

Jun 21, 2026

2 views

78%

Your Life Is Part Personality, Part Machine: Why Satisfaction and Scraping Belong Together

Your Life Is Part Personality, Part Machine: Why Satisfaction and Scraping Belong Together

Jun 20, 2026

2 views

58%

When a Tiny Interface Becomes the Whole Intelligence Problem

When a Tiny Interface Becomes the Whole Intelligence Problem

Jun 19, 2026

3 views

Why the Best Expert Is Not a Model, but a Memory Palace

Why the Best Expert Is Not a Model, but a Memory Palace

Jun 18, 2026

1 views

Superintelligence May Not Be a Brain, but a Search Process That Learned Enough

Superintelligence May Not Be a Brain, but a Search Process That Learned Enough

Jun 17, 2026

2 views

The Hidden Common Thread Between Good Managers and Great AI Is Not Intelligence, It Is Scaffolding

The Hidden Common Thread Between Good Managers and Great AI Is Not Intelligence, It Is Scaffolding

Jun 16, 2026

1 views

84%

Why the Best AI Outputs Now Come from Argument, Not Prompting

Why the Best AI Outputs Now Come from Argument, Not Prompting

Jun 15, 2026

1 views