Mark Erdmann's Hatch

Mark Erdmann
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Why the Next Great Software Companies Will Be Built Like Tiny Prompts, Not Giant Platforms
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Why the Next Great Software Companies Will Be Built Like Tiny Prompts, Not Giant Platforms

Hatched on Jun 5, 2026 · 2 views

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The Real Secret of Useful Intelligence Is Retrieval, Not Memory
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The Real Secret of Useful Intelligence Is Retrieval, Not Memory

Hatched on Jun 4, 2026 · 2 views

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Why Models Learn Better After They Stop Memorizing
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Why Models Learn Better After They Stop Memorizing

Hatched on Jun 3, 2026 · 3 views

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When Intelligence Learns to Guess and to Know It Knows
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When Intelligence Learns to Guess and to Know It Knows

Hatched on Jun 2, 2026 · 3 views

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When Models Learn the Function but Still Fail the Job
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When Models Learn the Function but Still Fail the Job

Hatched on Jun 1, 2026 · 6 views

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When AI Passes the Test but Fails the Job
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When AI Passes the Test but Fails the Job

Hatched on May 31, 2026 · 1 views

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Why the Best Prompts Behave Like Trained Models
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Why the Best Prompts Behave Like Trained Models

Hatched on May 30, 2026 · 4 views

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The Prompt Is the Mind: What Benchmark Design and Lucid Dreaming Have in Common
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The Prompt Is the Mind: What Benchmark Design and Lucid Dreaming Have in Common

Hatched on May 29, 2026 · 7 views

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Your Thermostat Is a Cognition Policy, Not a Comfort Knob
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Your Thermostat Is a Cognition Policy, Not a Comfort Knob

Hatched on May 28, 2026 · 4 views

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The Hidden Similarity Between AI Benchmarks and Style Presets: Both Reward What Can Be Reproduced
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The Hidden Similarity Between AI Benchmarks and Style Presets: Both Reward What Can Be Reproduced

Hatched on May 27, 2026 · 2 views

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Why the Future of AI May Be Less About Reasoning and More About Better Search
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Why the Future of AI May Be Less About Reasoning and More About Better Search

Hatched on May 26, 2026 · 2 views

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Why Benchmarks Fail at the Two Things That Matter Most: Real Work and Real Life
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Why Benchmarks Fail at the Two Things That Matter Most: Real Work and Real Life

Hatched on May 25, 2026 · 4 views

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The New Bottleneck in AI Is Not Intelligence, It Is Orchestration
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The New Bottleneck in AI Is Not Intelligence, It Is Orchestration

Hatched on May 24, 2026 · 2 views

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The Hidden Test for Intelligent Systems: Can They Compress the World Without Confusing It?
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The Hidden Test for Intelligent Systems: Can They Compress the World Without Confusing It?

Hatched on May 23, 2026 · 4 views

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Why the Next Great Interface for AI Looks More Human Than Technical
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Why the Next Great Interface for AI Looks More Human Than Technical

Hatched on May 22, 2026 · 4 views

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The Real Bottleneck in AI Is Not Intelligence, It Is Diversity
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The Real Bottleneck in AI Is Not Intelligence, It Is Diversity

Hatched on May 21, 2026 · 2 views

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The Hidden Operating System: Why Lasting Performance Depends on Both Human Habits and Machine Vision
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The Hidden Operating System: Why Lasting Performance Depends on Both Human Habits and Machine Vision

Hatched on May 20, 2026 · 2 views

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When Intelligence Becomes Cheap, Privacy Becomes Expensive
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When Intelligence Becomes Cheap, Privacy Becomes Expensive

Hatched on May 19, 2026 · 2 views

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Why Your Model Eval Should Be as Small as Your Prompt
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Why Your Model Eval Should Be as Small as Your Prompt

Hatched on May 18, 2026 · 3 views

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Why Intelligence Needs a Map, Not Just a Better Engine
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Why Intelligence Needs a Map, Not Just a Better Engine

Hatched on May 17, 2026 · 4 views

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What if Your Life Is More Like a Benchmark Than a Biography?
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What if Your Life Is More Like a Benchmark Than a Biography?

Hatched on May 16, 2026 · 4 views

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Why the Best Answerers First Learn to Doubt Themselves
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Why the Best Answerers First Learn to Doubt Themselves

Hatched on May 15, 2026 · 2 views

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The Real Benchmark Is Not Intelligence, It Is Locality
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The Real Benchmark Is Not Intelligence, It Is Locality

Hatched on May 14, 2026 · 5 views

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Why Scale Fails Without Diversity, and Why Diversity Fails Without Constraints
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Why Scale Fails Without Diversity, and Why Diversity Fails Without Constraints

Hatched on May 13, 2026 · 2 views

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Why the Smartest LLMs Are Becoming Better at Stopping to Think
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Why the Smartest LLMs Are Becoming Better at Stopping to Think

Hatched on May 12, 2026 · 2 views

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Why Models Fail When They Learn Too Locally
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Why Models Fail When They Learn Too Locally

Hatched on May 11, 2026 · 3 views

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Why the Smartest AI May Need a Walk, a Wearable, and a Search Tree
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Why the Smartest AI May Need a Walk, a Wearable, and a Search Tree

Hatched on May 10, 2026 · 5 views

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Why Generalization Fails Until You Change the Question
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Why Generalization Fails Until You Change the Question

Hatched on May 9, 2026 · 2 views

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The Real Breakthrough Is Not Reasoning, It Is Better Search
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The Real Breakthrough Is Not Reasoning, It Is Better Search

Hatched on May 8, 2026 · 4 views

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When Models Stop Answering and Start Thinking Like Apprentices
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When Models Stop Answering and Start Thinking Like Apprentices

Hatched on May 7, 2026 · 4 views

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The Interface Is Becoming Taste: Why AI Tools Need Style, Not Just Power
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The Interface Is Becoming Taste: Why AI Tools Need Style, Not Just Power

Hatched on May 6, 2026 · 2 views

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Why Speed and Beauty Are the Same Competitive Advantage
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Why Speed and Beauty Are the Same Competitive Advantage

Hatched on May 5, 2026 · 4 views

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Why LLMs Look Smart Until the Search Space Fights Back
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Why LLMs Look Smart Until the Search Space Fights Back

Hatched on May 4, 2026 · 6 views

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Why the Best Systems Change Slowly
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Why the Best Systems Change Slowly

Hatched on May 2, 2026 · 5 views

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The Real Bottleneck in AI Is Not Intelligence, It Is Search
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The Real Bottleneck in AI Is Not Intelligence, It Is Search

Hatched on May 1, 2026 · 4 views

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The Two Kinds of Intelligence LLMs Hide From Us: What They Know and When They’re Guessing
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The Two Kinds of Intelligence LLMs Hide From Us: What They Know and When They’re Guessing

Hatched on Apr 30, 2026 · 4 views

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Why the Best AI Workflows Fail in Exactly the Right Way
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Why the Best AI Workflows Fail in Exactly the Right Way

Hatched on Apr 29, 2026 · 9 views

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The Real Test of Superintelligence Is Not Intelligence, It Is Earning
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The Real Test of Superintelligence Is Not Intelligence, It Is Earning

Hatched on Apr 28, 2026 · 8 views

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When a Model Can Guess Who You Are, It May Still Not Know Where It Is
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When a Model Can Guess Who You Are, It May Still Not Know Where It Is

Hatched on Apr 27, 2026 · 4 views

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When Words Start Editing Themselves, Originality Gets a New Job Description
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When Words Start Editing Themselves, Originality Gets a New Job Description

Hatched on Apr 26, 2026 · 8 views

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Why Smart Models Fail: The Hidden Cost of Underspecified Learning
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Why Smart Models Fail: The Hidden Cost of Underspecified Learning

Hatched on Apr 25, 2026 · 5 views

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Why the Best AI Systems Don’t Just Remember, They Rehearse Under Pressure
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Why the Best AI Systems Don’t Just Remember, They Rehearse Under Pressure

Hatched on Apr 24, 2026 · 5 views

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The New Intelligence Is Not a Bigger Model, but a Better Chorus
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The New Intelligence Is Not a Bigger Model, but a Better Chorus

Hatched on Apr 23, 2026 · 6 views

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The Great Shortcut: When Models Learn More From Their Own Imagination Than from the World
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The Great Shortcut: When Models Learn More From Their Own Imagination Than from the World

Hatched on Apr 22, 2026 · 7 views

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The Real Test of AI Is Not Whether It Knows, But Whether It Knows Where to Look
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The Real Test of AI Is Not Whether It Knows, But Whether It Knows Where to Look

Hatched on Apr 21, 2026 · 4 views

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The Age of Split Intelligence: Why Superintelligence May Need Smaller Prompts, Not Bigger Brains
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The Age of Split Intelligence: Why Superintelligence May Need Smaller Prompts, Not Bigger Brains

Hatched on Apr 20, 2026 · 6 views

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The Hidden Common Language of Images and AI Doubt
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The Hidden Common Language of Images and AI Doubt

Hatched on Apr 19, 2026 · 7 views

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The Future of AI Belongs to Smaller Questions, Not Bigger Prompts
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The Future of AI Belongs to Smaller Questions, Not Bigger Prompts

Hatched on Apr 18, 2026 · 7 views

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Why Beauty and Personality Are Both Forms of Compression
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Why Beauty and Personality Are Both Forms of Compression

Hatched on Apr 17, 2026 · 3 views

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Control Rooms for Intelligence: Designing a MIDI Console for Model Minds
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Control Rooms for Intelligence: Designing a MIDI Console for Model Minds

Hatched on Apr 16, 2026 · 6 views

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From Cloud Giants to Pocket Agents: How Local AI and Conversational Tools Will Rewire Development
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From Cloud Giants to Pocket Agents: How Local AI and Conversational Tools Will Rewire Development

Hatched on Apr 15, 2026 · 6 views

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When Voice Becomes Data: Teaching Small Models at Scale by Speaking, Selecting, and Polishing
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When Voice Becomes Data: Teaching Small Models at Scale by Speaking, Selecting, and Polishing

Hatched on Apr 14, 2026 · 2 views

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Unlocking the Power of Retrieval Augmented Generation: Enhancing Information Retrieval in NLP
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Unlocking the Power of Retrieval Augmented Generation: Enhancing Information Retrieval in NLP

Hatched on Apr 13, 2026 · 4 views

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Unleashing Potential: Bridging Mental Acuity and Physical Strength
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Unleashing Potential: Bridging Mental Acuity and Physical Strength

Hatched on Apr 12, 2026 · 5 views

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Enhancing Performance through Advanced Techniques in Retrieval and Management Practices
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Enhancing Performance through Advanced Techniques in Retrieval and Management Practices

Hatched on Apr 11, 2026 · 5 views

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The Future of AI: Innovations in Coding and Data Synthesis
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The Future of AI: Innovations in Coding and Data Synthesis

Hatched on Apr 10, 2026 · 9 views

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Exploring the Intersection of Lucid Dreaming and Neural Mechanisms: Insights from Galantamine and Attention Models
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Exploring the Intersection of Lucid Dreaming and Neural Mechanisms: Insights from Galantamine and Attention Models

Hatched on Apr 9, 2026 · 2 views

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Unlocking Entrepreneurial Potential: The Micro SaaS Revolution
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Unlocking Entrepreneurial Potential: The Micro SaaS Revolution

Hatched on Apr 8, 2026 · 9 views

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Understanding In-Context Learning and Its Implications for AI Development
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Understanding In-Context Learning and Its Implications for AI Development

Hatched on Apr 7, 2026 · 5 views

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Harnessing the Power of LLMs: From Imitation to Innovation
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Harnessing the Power of LLMs: From Imitation to Innovation

Hatched on Apr 6, 2026 · 3 views

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