Research papers from Mojarrb — bridging the gap between theory and real-world execution.
Most small-business owners run on feel — without a clear reading of how healthy their business is. The Mojarrb Framework is a diagnostic methodology built for micro and small, owne...
Strategic Deception — where an agent conceals misaligned intent — is a critical failure mode for autonomous agency. We propose the Asymmetric Auditor Protocol (AAP), a governance s...
Permission systems block unauthorized tool calls after an agent makes them. This paper argues that blocking after the fact is the wrong primitive, and that the right one is absence...
Existing memory architectures assume memory is a search problem. That assumption fails for agents serving one entity over long horizons: such an agent does not need to search gener...
The landscape of small business entrepreneurship is characterized by a high degree of structural volatility. A rigorous synthesis of longitudinal data reveals that approximately 32...
Four AI diagnostic systems — NAS AI 2.0 (AAP), Claude Sonnet 4.6, Gemini 3 Flash, and GPT-5.5 — were evaluated on the same real business case across eight quality dimensions. The p...