Is your NOC benchmark gameable? Why evaluation is the real moat
- The problem
- A model that never read the logs scored a perfect F1 on three public root-cause benchmarks.
- Why it matters
- For a self-improving system, a gameable benchmark is an existential risk; an 18-axis auditor brings cheating scores from 1.0 down to 0.33 or below.
- Who should read it
- AI leads, architects
- What you'll get
- An evaluation discipline that applies to any agentic system.
- Series
- The Autonomous NOC, Part 9 of 12
- Readers
- 30 views on Builder Center
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