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2 pieces- Why AI models top the benchmark and fail the job › An agent that clears 95% of steps finishes a 20-step job only 36% of the time. Why benchmark scores collapse on longer real work, and where to add checks. Jun 18, 2026
- Why AI products leak half their revenue in a year › AI-native software keeps about 48% of revenue after a year versus 82% for traditional SaaS, and the gap tracks price. Retention benchmarks by price tier. Jun 11, 2026