Weekly Intel - 2026-08-02

The theme this week is the gap between frontier capability and frontier reliability. Models keep advancing on benchmarks and price-performance, yet one handed a real business for a day lost money and made no revenue, while a $500 fine-tune of a small open model beat the frontier at a real task.