Researchers and investors are pivoting from soaring promises to hard questions about how to open the black box, pay for frontier R&D, and protect workers. A $1 million prize for decoding model internals, investor warnings about an AI stock bubble, and calls for a single federal rulebook underscore an urgency to pair innovation with accountability. Strategic focus is shifting toward reproducible interpretability, disciplined capital allocation, and product clarity that can withstand regulatory and brand scrutiny.
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