Mark Erdmann’s Hatched Ideas

The One Test You Need for Every New Technology

The One Test You Need for Every New Technology

Jul 28, 2026

71%

The Future of AI Is Not Bigger Models, It Is Better Paths Through the Same Intelligence

The Future of AI Is Not Bigger Models, It Is Better Paths Through the Same Intelligence

Jul 27, 2026

1 views

84%

Why the Fastest AI Teams Are Really Building Better Human Judgment

Why the Fastest AI Teams Are Really Building Better Human Judgment

Jul 26, 2026

84%

Why Context Is Not Memory: The Coming Split Between Reading and Reasoning

Why Context Is Not Memory: The Coming Split Between Reading and Reasoning

Jul 25, 2026

2 views

When the Test Becomes the Product

When the Test Becomes the Product

Jul 24, 2026

2 views

The Real Breakthrough Is Not Bigger Models, It Is Better Systems Around Small Ones

The Real Breakthrough Is Not Bigger Models, It Is Better Systems Around Small Ones

Jul 23, 2026

2 views

The New Competitive Advantage Is Not Speed or AI, It Is Shared Momentum

The New Competitive Advantage Is Not Speed or AI, It Is Shared Momentum

Jul 22, 2026

2 views

76%

Why AI Gets Smarter When You Make It Repeat You

Why AI Gets Smarter When You Make It Repeat You

Jul 21, 2026

2 views

Why Intuition Needs a Checker, and Beauty Needs a Search Space

Why Intuition Needs a Checker, and Beauty Needs a Search Space

Jul 20, 2026

2 views

89%

Why Superintelligence May Arrive Before We Know How to Define It

Why Superintelligence May Arrive Before We Know How to Define It

Jul 19, 2026

2 views

Dreams and Documents Need the Same Missing Layer: Deliberate Attention

Dreams and Documents Need the Same Missing Layer: Deliberate Attention

Jul 18, 2026

3 views

Why Benchmark Saturation Is Not the Same Thing as Intelligence

Why Benchmark Saturation Is Not the Same Thing as Intelligence

Jul 17, 2026

4 views

When Machines Need Memory, They Also Need Doubt

When Machines Need Memory, They Also Need Doubt

Jul 16, 2026

2 views

The Real AI Breakthrough Is Not Intelligence, It Is Measurability

The Real AI Breakthrough Is Not Intelligence, It Is Measurability

Jul 15, 2026

1 views

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

4 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

1 views

Why Benchmarks Stop Working the Moment They Start Winning

Why Benchmarks Stop Working the Moment They Start Winning

Jul 12, 2026

3 views

82%

The Fastest Teams Build Their Own Critic

The Fastest Teams Build Their Own Critic

Jul 11, 2026

2 views

When Benchmarks Stop Measuring Intelligence and Start Measuring Feedback

When Benchmarks Stop Measuring Intelligence and Start Measuring Feedback

Jul 10, 2026

3 views

Why Speed Is Not the Same as Intelligence

Why Speed Is Not the Same as Intelligence

Jul 9, 2026

3 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

3 views

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

3 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

3 views

91%

Why Good Prompts Fail When Tasks Become Real

Why Good Prompts Fail When Tasks Become Real

Jul 5, 2026

2 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

2 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

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

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

3 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