M Mahon
85 posts


Shared frontier AI models don’t just process your proprietary knowledge—they can learn the structure of expert judgment across an industry.
As competitors use the same models, that judgment becomes commoditized. The productivity gains accrue to everyone initially, but the model vendor captures the long-term learning curve while customers capture much of the economic surplus.
Therefore, keep commodity workflows on shared models and keep strategically differentiated judgment on infrastructure you control.
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$UNH just hit a 52-week high, up -0.60% today. UNH's $1.5B AI Push: Can It Deliver More Than Cost Savings?. Market cap 386.51B. #52weekhigh
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$ANET just hit a 52-week high, up +8.76% today. Why Arista Networks (Market cap 227.98B. #52weekhigh
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