Demand is real and backlog is strong, but 15% marginal yields and contingent guarantees shift the thesis toward the balance sheet
An 8-of-10 historical rebound record and a below-peer P/E weigh against $967.6 million in insider sales and the largest short base in the file
Strong channel support and a 128GB ceiling versus thin independent data and a $2,400 floor
OpenShell fits a broader industry pattern: open software that quietly anchors demand for proprietary infrastructure.
A definitive, source-checked analysis of quantization recovery, speculative decoding gains, and where NVIDIA's efficiency claims hold or break
How Nvidia's supply-chain prepayments, ASML tool shortages, and export controls are redrawing the semiconductor map for investors
Cyclical demand fades while structural AI investment accelerates, creating a two-speed economy that reshapes NVIDIA's risk-reward profile.
With 2GW pipelines stalled on switchgear, turbines, and export licenses, the real revenue gatekeeper may be a utility transformer, not TSMC capacity
Demand is real and backlog is strong, but 15% marginal yields and contingent guarantees shift the thesis toward the balance sheet