What new challenge arose from the continuous nature of the data stream requiring sophisticated development?

Answer

Creating algorithms to convert raw sensor current into clinically meaningful numbers and visual feedback.

The transition to a continuous data stream introduced a significant new hurdle: interpretation. Early developers were tasked not only with engineering a sensor that produced a raw electrical signal based on glucose concentration but also with creating sophisticated software algorithms. These algorithms were essential to accurately translate that raw sensor current into clinically useful numerical readings. Furthermore, these systems needed to provide easily understandable visual feedback to the user, transforming abstract electrical data into actionable health information that guided daily decisions.

What new challenge arose from the continuous nature of the data stream requiring sophisticated development?
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