A Citi TMT conference analysis discusses how AI agent infrastructure is reshaping semiconductor and optical interconnect demand. Storage capacity needs are expanding exponentially as AI models require massive KV caches, driving NAND TAM projections from $50B to $500B by 2027, while optical interconnects emerge as the next supply constraint with laser and fiber components becoming critical bottlenecks.