A TinyCTO.tv Hype Stack technical parable about benchmark procurement, vendor claim, context mismatch. Validate benchmarks against local tasks, data, constraints, costs, and failure tolerance.
# Episode 146 — The Executive Sponsor Bought the Benchmark — Script
## Concept benchmark procurement;vendor claim;context mismatch
## Hype promise The enterprise can scale AI value by standardizing pilots, dashboards, and governance ceremonies.
## System reality The executive sponsor buys a benchmark score as proof of enterprise value even though the benchmark excludes the company’s language, workflow, and risk profile.
Risk approval is not risk ownership unless the decision is tied to people who can act when the risk becomes real.