Stop pitching 'AI-native' without unit economics

Most founders ignore that inference costs often exceed LTV in early cohorts, a reality confirmed by Sequoia's $600B AI spend analysis. Benchmarks from Anyscale show that without aggressive caching, latency spikes destroy retention before product-market fit is proven. Build on verified margins, not demo-day hype.