Abstract: The relevance of old-school attendance means is fading fast in the ever-accelerated, technology-driven modern world. The system is getting prone to more errors and cases of proxy attendance.

Particularly in large educational or business environments, traditional attendance methods like human roll-calls or paper-based registers are ineffective, time-consuming, and prone to errors.

DCI lets AI agents search raw files with grep and bash instead of embeddings — boosting accuracy 11 points and cutting ...