Not every studio project is a full product launch. Some are quieter investigations where we benchmark algorithms, explore datasets, and map feasibility before we commit hardware engineers or field teams. Our ongoing machine-learning research diary captures those explorations. What we built Why it was hard Exploration work rarely comes with perfect KPIs. We needed to protect tinkering time while still…