Scientist

Why Your AI System Keeps Failing (And the Fix Nobody's Talking About)

I built the gate pattern and proved it converges

The Monotonic Ratchet

I built this into CI/CD and proved monotonic convergence

The Dollarized Confusion Matrix

I derived the threshold formula and use it to underwrite AI investments

Why Your AI Pilot Failed (And How to Pick Better Targets)

I built the scoring model and use it to decide which AI bets to make

Any Sufficiently Advanced Technology: A Taxonomy of Magic

I backtested the protocol across 700 years and use it to predict winners

Your Test Coverage Number Is Lying to You

I formalized the proof chain and built it into production workflows

Perfectionism Is a Bad Bet

I derived the yield function and use it to size bets on shipping velocity

Building an AI Workforce: The Agentic Shadowing Method

I built the shadowing system and adapted manufacturing qualification protocols

Building Quality Threshold Systems

I built quality threshold systems and proved the feedback properties

The Prompting Pattern Nobody Talks About

I formalized domain ontology patterns and caught $245K in errors with them

TaskVector: The 9 Dimensions Deep Dive

I built the scoring rubrics from hundreds of scored tasks

The Eighth Ledger: When Intellectual Labor Becomes a Capital Asset

I backtested the protocol and use it to predict where value migrates

Most People Negotiate Like It's One-Shot

I apply game theory to vendor negotiations I run quarterly

The Counterparty Modeling Survey

I designed the diagnostic and use it before every major negotiation

Your Corpus Has a Vocabulary Fingerprint

I discovered the fingerprint math and built the indexing system for under $1

Corpus Algebra: Composable Vocabulary Intelligence

I proved the monoid algebra and built the system at scale for $0.75