#Hardware
research notes.
Semiconductors, chips, RISC-V, and the physical infrastructure behind AI and computing.
National Hardware Stacks: The Foundation of Digital Sovereignty
Why the cloud is someone else's jurisdiction. Analyzing the geopolitical shift toward sovereign hardware stacks and RISC-V architectural independence.
IBM Think 2026: Launching the 'Agentic Enterprise' & watsonx Orchestrate
Generative AI is over. Master the era of Agentic Orchestration with IBM's new Control Plane, Sovereign Core, and the Confluent context layer.
The Economics of AI Sovereignty: Predicting the Cloud-to-Local Break-even Point
Is it cheaper to rent or own your AI? Discover the 2026 math behind AI sovereignty economics, token break-even points, and the TCO of local inference.
The HBM Blockade: Why High-Bandwidth Memory is the New Geopolitical Choke Point
Analysis of the 2026 Memory Crisis. Discover why HBM stacking and helium supply chains have become more strategic than logic silicon in the AI war.
Quantum-HFT: How Quantum Annealing is Changing the Math of Liquidity Provision
Master the 2026 frontier of quant finance. Learn how Quantum Annealing and QUBO optimization are providing institutional desks with a sub-millisecond alpha edge.