David Victor

David Victor appears in High-tech data centers get a powerful assist from a century-old company as a public policy professor at UCSD commenting on AI data-center energy choices. The source uses his “all-out arms race” framing to explain why speed can dominate energy selection when developers want data centers online quickly.

In this episode, Victor’s point strengthens the wiki’s AI Energy Bottleneck branch: if grid interconnection, renewables, or geothermal options cannot arrive fast enough, data-center developers may choose Data Center Onsite Power using natural gas generators despite the longer-term energy and climate questions that choice raises.

Connections

• UCSD - institutional affiliation named in the source.
• Data Center Onsite Power - speed-driven energy path discussed in the episode.
• AI Energy Bottleneck and AI Compute Continuity - infrastructure constraints his comments help frame.
• Caterpillar - generator supplier in the episode’s main company case.
• AI Metabolic Infrastructure - adjacent material-resource and emissions frame.