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TypeSafe's non-text AI model, Jev, has been valued at $7.5 billion just weeks after its launch, driven by claims that it works significantly faster and uses far fewer tokens than traditional large language models. The rapid valuation has generated excitement among users and large corporations alike. The swift rise highlights continued investor appetite for AI technologies that promise efficiency gains over established LLM approaches, as companies race to find differentiated niches in an increasingly crowded AI market.