A startup ecosystem is the interconnected network of founders, investors, talent, universities, accelerators, service providers, and regulators within a region that collectively enables new high-growth companies to form and scale. Its health depends on capital availability, dense knowledge spillovers, and supportive policy, which together produce self-reinforcing network effects. Concentrations such as Silicon Valley illustrate how these dynamics compound advantage and shape the trajectory of emerging technologies including AI.

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  • Its vitality rests on capital depth, knowledge spillovers, and enabling policy, which generate Network Effects that concentrate talent and funding and reinforce a hub’s advantage over time. Regulatory choices materially shape these dynamics: measures such as the California AI Bill influence where AI ventures incorporate, hire, and deploy, illustrating how policy feeds back into ecosystem competitiveness.