Read next
Notes: The Bottleneck Heuristic — The Memory Supercycle, Power Bottleneck, and Data Center Value Creation (Pt.3)
The memory supercycle is no longer just about HBM. Multi-tier architectures are pulling conventional DRAM and NAND into the same structural shortage, while power and PCB bottlenecks are now compounding the constraint.
Notes: ASM and the Rising Complexity of Chips & Why ALD Matters More Than Ever
Summary
* Semiconductor scaling is shifting from lithography alone to materials precision and 3D architectures, structurally increasing ALD intensity where ASM is strongest.
* The transition to GAA, backside power delivery, and 2nm-class nodes creates a multi-year growth cycle driven by process complexity rather than wafer volume.
* AI-driven demand
Updates: Netskope - Context-Rich Security for the AI Era (Pt.2)
Summary
* This section uses a framework to clarify how AI shifts security risk, where Netskope operates today, and where future opportunities and gaps may emerge.
* Netskope’s CASB and data-centric roots position it well at interaction and execution layers, but AI posture and agent/workload governance remain key expansion