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Researches

Research papers from Mojarrb — bridging the gap between theory and real-world execution.

2026AI Safety

The Asymmetric Auditor Protocol (AAP): Architectural Bounding of Deceptive Agency in Long-Horizon Autonomous Systems

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...

Nasser Bishan
2026SMEs

Determinants of New Venture Attrition: A Comprehensive Analysis of the 32% Failure Threshold Attributable to Human Capital Deficits

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...

Mojarrb Research
2026AI Benchmarking

NAS vs Claude vs Gemini vs ChatGPT — Same Real Business

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...

Nasser Bishan
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