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DoorDash engineers describe an internal AI platform serving more than 5,000 users and handling 300,000 automated model calls daily, according to The AI Thinker. The article says its framework uses centralised gateways, access controls, safety checks and evaluation testing to manage trust, liability and scaling costs.
Why it mattersThat is a useful glimpse of the plumbing behind AI at company scale: not just models, but the controls around who can use them and how their outputs are assessed.
Discuss: Which matters more as these platforms grow: tighter access controls or better evaluation of what the models produce?
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