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Matching capital to purpose: Who funds the physical world?
As AI attracts an increasing share of global investment, solutions that must prove themselves in the physical world face a different set of challenges. For companies developing biologicals, genetics, agricultural machinery, precision technologies, and food-system infrastructure, no single source of funding is sufficient. How should venture capital, corporate investment, lending structures, and government-backed initiatives combine across the start-up lifecycle, and what does the ideal funding pathway look like from discovery to commercial scale?
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