As AI models become commodities, what sets companies apart isn't the technology but how humans work with it. The real advantage comes from building workflows where humans guide and refine the model while it augments their decisions, creating a feedback loop that compounds over time.
What is the differentiator when you look at the whole thing? It's the human factor. All companies will have access to some type of LLM and it becomes a commodity. The differentiator is how humans are inserted in the workflows on a way that they can improve the model that is being implemented in the company and the model can improve the human factor as well. So with that interaction of the human and model, that becomes a better workflow. That's going to be the differentiator, I think, in the future competitiveness is going to come all from the huma pepper.
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