Edge AI is a system, not just a model
A useful prototype needs more than a prediction. Think through the camera, the compute budget, and what happens after a detection.
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THE NOTEBOOK / 05 ENTRIES
Ideas in progress.
Notes worth sharing.
A place for the questions, principles, and practical details behind intelligent systems. From a first experiment to a clearer way of thinking.
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5 notes
Designing the boundary between sensors and software
Units, timestamps, stale readings, and failure states: the small interface decisions that make connected devices easier to trust.
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Before training a model, design the evaluation
Define the question, protect the test data, and make comparisons meaningful before spending time on a more complex model.
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Token ownership and application access are different questions
A token can provide evidence of ownership. Subscription rules still need an explicit application-level design.
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A research notebook that your future self can use
A lightweight structure for recording questions, configurations, observations, and the next experiment.
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