Dell’s Jeff Clarke says token consumption for AI reasoning is up 320x as agentic systems break cloud economics, forcing a complete rethink of enterprise data center architecture.

Dell Technologies World 2026 keynote: why time to token and cost per token are now the essential metrics for enterprise AI infrastructure decisions.

Dell’s Jeff Clarke says token consumption for AI reasoning is up 320x as agentic systems break cloud economics, forcing a complete rethink of enterprise data center architecture.

Dell executives highlight the rising expense of artificial intelligence (AI). Enterprises are now exploring hybrid AI, using local processing on AI PCs for smaller tasks and the…