Technology Innovation & Obsolescence Risks

Analysis of risks from rapid technological advancement, including fast product cycles, competitive disruption, execution challenges, and hardware obsolescence concerns across semiconductor and AI markets.

AI's Accelerating Innovation Cycle Threatens the Value of Every Data Center

From hyperscalers to memory suppliers, the economic life of AI infrastructure is becoming a central valuation variable.

By KAPUALabs

/ 14 Aug 2026

NVIDIA's Risk Profile: Mapping 200 Claims of Interdependent Vulnerabilities

From Hopper-to-Rubin transitions to liquid cooling and $100 billion guarantees, the full exposure spans hardware, software, contracts, and valuation.

By KAPUALabs

/ 14 Aug 2026