As AI commoditizes software, hardware emerges as the defensible moat—particularly when combined with AI-powered operations. Zeno's battery-swapping network in Kenya demonstrates how physical infrastructure with embedded data and operational complexity creates durable competitive advantages that software alone cannot replicate.
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Topics: Energy & Climate · Transportation & Mobility · AI (Horizontal)
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