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ยท FRED

Access Is Free. Optimization Is the Edge.

Forty-two percent of US workers say they are not confident integrating AI into their work, and 60 percent say their employer has not defined what is expected. Meanwhile the frontier models have converged on price and performance. When everyone has the same tool, the advantage moves to how it is used โ€” but the evidence says the winning skill is not the one most training teaches.

enterprise-ai workforce skills productivity