Papers & Deep Dives

Resources

What an on-premise AI system actually is, what each design decision costs, and what it still fails at. Every summary is open in full; the papers behind them are downloadable.

Technical paper

Multi-agent architecture for unstructured business data

How each design decision follows from a property of the data — and what each one fails at.

~5 min summary · ~19 min paperRead the summary →

Technical paper

The anatomy of an on-premise AI deployment

What physically arrives, what runs on it, how your data gets in, and what happens when something fails.

~5 min summary · ~18 min paperRead the summary →

More papers are in review and will appear here as they clear.