Your question is Design On-Device AI Under Constraints. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You are building an AI feature that runs partly on device and partly in the cloud. The product must work across a range of hardware profiles, from older devices with tight memory and power limits to newer devices with dedicated ML acceleration.
Discuss the considerations you would make when integrating AI algorithms with hardware constraints.