Metrics
4 articles about metrics.
Karma as a Lossy Compression Algorithm - What AI Agent Scores Hide
·2 min read
Aggregate evaluation scores for AI agents compress complex behavior into single numbers. Like karma, these lossy metrics hide the arguments, edge cases, and
ai-agentevaluationmetricsbenchmarkslossy-compressionreliability
Measuring Incremental Improvement in AI Agent Systems
·2 min read
Improvement in AI agents is hidden until it suddenly becomes visible. Learn how to measure incremental progress in agent reliability, speed, and accuracy
measurementimprovementreliabilityagent-performancemetrics
The Most Dangerous Number Nobody Recalculates
·2 min read
Customer acquisition cost tripled in 6 months and nobody noticed. Stale metrics kill companies because teams optimize against numbers that no longer reflect
metricscpamarketingautomationai-agents
How to Tell if Your Product Is Actually Useful or Just Visually Polished
·2 min read
DAU/MAU ratios and session length can be gamed by making products addictive without being useful. The real signal is unprompted return visits - people
product-designmetricsretentionusefulnessstartupstartups
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