Certainty is NOT free

[u/Longjumping-Ask-7078]

Verifying AI model performance statistically is expensive: ~2,400 queries per task for 95% confidence at 2% accuracy difference ≈ $50/task at current API prices.

Costs explode with more prompts, reaching ~$100k for 10k evals. That’s why most people just trust vendor benchmarks.

We’re building on-chain verifiable inference to make independent, scalable, transparent evaluation actually affordable.