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Lower costs and faster iteration from large models create huge global startup opportunity because founders can generate business plans, prototypes, and operating templates in minutes instead of months, letting more experiments launch with far less money.
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Satellite spectral video and spectrography are needed for practical environmental world models because RGB imagery lacks the spectral signals required to infer material properties and environmental states, and spectral data converts raw observations into features other models can use.
