Stanford CS153 Frontier Systems | The Discipline of Delivering Value per Gigawatt
Google's infrastructure lead Amin Vahdat argues that AI's critical constraint is not raw gigawatts but value delivered per unit of power, requiring a shift from five-nines reliability to throughput-optimized systems where 99.9% uptime is acceptable if it doubles usable capacity.