he AI landscape has evolved into a two-tiered ecosystem: a select few tech giants handle the resource-intensive task of training massive AI models, while thousands of organizations focus on deploying these models through inferencing—applying pre-trained intelligence to solve real-world problems. This division of labor has democratized access to AI capabilities, allowing companies to harness sophisticated AI without investing billions in training infrastructure.

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