• Ensemble VC Management LLC’s Conrad Shang told the firm’s 2026 annual meeting that growing chokepoints in physical supply chains are increasing the fragility of the systems that underpin AI.
• He cited the 2021 Suez Canal blockage, which he said disrupted $9-10 billion of goods per day, as an example of how infrastructure failures can rapidly transmit economic shocks.
• Shang said the firm’s investment thesis centers on a feedback loop in which critical infrastructure enables AI, while AI improves the resilience and autonomy of infrastructure.
• He said the firm uses talent-flow data to identify early signals of major technology shifts, pointing to prior early identification of ICON in 2019, Saronic in 2023, and CHAOS in 2024.
• Shang said the firm expects the next five years to be defined by a shift toward building in the physical world, with AI compressing product iteration cycles and accelerating convergence between commercial and defense markets.

Disclaimer: This news brief was created by Public Technologies (PUBT) using generative artificial intelligence. While PUBT strives to provide accurate and timely information, this AI-generated content is for informational purposes only and should not be interpreted as financial, investment, or legal advice. Ensemble VC Management LLC published the original content used to generate this news brief on May 20, 2026, and is solely responsible for the information contained therein.