06 / ENGINEERING NOTES
Long-form notes on AI, engineering systems, and organizational evolution.
A production architecture for voluntary text, speech, and drawing inputs, combining modality-specific encoders, robust fusion, multi-task learning, calibrated uncertainty, privacy governance, and continuous evaluation.