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Check every file in a recovered ZIP against a trusted baseline. A local workbench that exposes changed, missing and unexpected files with portable SHA-256 evidence.
A deterministic Alexa+ style assistant for reviewable synthetic experiment-design recommendations with visible uncertainty and audit trails.
Portable IoT electrochemical impedance biosensor with machine learning for real-time environmental water quality monitoring and intelligent healthcare diagnostics.
