The Edge-AI Revolution: How Stealth-Rising PrismML is Shrinking Reasoning Models Without Sacrificing Intelligence

Executive Overview For years, the trajectory of artificial intelligence has been dictated by a simple, expensive, and resource-heavy rule: bigger is better. To build reasoning models capable of complex deduction, advanced coding, and contextual logic, AI labs have traditionally relied on massive server farms, thousands of specialized graphics processing units (GPUs), and multi-billion-parameter footprints that…

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