Frictionless

Logan Jastremski × P Equity Research

AI infrastructure is constrained less by GPUs alone than by a shifting stack of memory, advanced packaging, power, construction, and networking, with memory potentially absorbing roughly half of hyperscaler capex through 2028.Long-term agreements and higher utilization may support a higher earnings floor, but cannot repeal cyclicality if ROI and free cash flow disappoint.Watch ABF, optics, and China’s potential 20-25% global memory share.

Logan Jastremski × Bubble boi

AI’s scaling bottleneck is shifting from transistor shrinkage to packaging, interconnect, and memory, as tens or hundreds of billions of dollars may buy only 15–20% better density.NVIDIA’s roadmap increasingly depends on suppliers and technologies it does not control, while rack-scale architectures, flash offload, and smarter caching could determine whether the same hardware serves two or three times more users.

Logan Jastremski × Tarun Chitra

Crypto’s investable edge is shifting from protocol tokens toward wallets, order flow, and execution as the sector becomes “TradFi plus.”Stablecoins rising from roughly $300 billion to $1 trillion could drive more than 3x lending and trading growth, while Hyperliquid offers clearer accrual.Agent-directed retail flow at 20-30% of volume could reshape market timing, with wrapper economics and compute settlement still unresolved.