Solara · Insights
How modern medical sales actually works.
Long-form analysis on distribution strategy, sales-network economics, the Karpathy Loop in the field, and what compounds in a modern healthcare sales organization. Written for manufacturers, channel leaders, and the reps building portfolio careers.
- May 7, 20266 min read· AI in Sales· Distribution Strategy
What the Karpathy Loop is — and why it changes medical-device sales
Andrej Karpathy described AI training as a closed feedback loop where every example improves the model. Solara applies the same architecture to a sales network: every rep interaction trains the system that targets the next rep interaction. Here is how it works, and why it compounds.
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