The Value of Failure Taxonomy
Detecting that an AI system is failing is the easier problem. A failure taxonomy maps observable loss signals to the system layer …
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Field Testing · Trail & Data
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Gear reviews and data projects from Boulder, Colorado
How Users Vote With Their Prompts
When GPT-4 launched in March 2023, the topic mix of real user prompts shifted in the exact direction the model quality gaps would predict: …
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Against the Trend: Denti-Cal Payments at Children's Dental Group After 2015
California Denti-Cal records show Anaheim's payment intensity rose after the March 2015 ownership transition while every peer office fell or …
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The Shape Predicts the Return
The model quality framework originally relied on scalar ratings and active days. By replacing those inputs with ARC trajectory scores and …
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Mammut Aenergy Trail Vest 12L and Aenergy Ultra Carbon Poles Review
Field-tested across Bear Peak, Fern Canyon, West Ridge, and Bear Canyon — a vest built for short mountain runs and the lightest carbon poles …
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Why Anthropic's OAuth Clampdown Was Probably Inevitable
Using synthetic data and a causal framework, I modeled why flat-rate Claude subscriptions likely broke down for heavy third-party OAuth …
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