PRISM Research Archive

Published literature and operational benchmarks for Quantum Factor Ai.


Research Papers
AI Development

Grounding AI Article Generation with Knowledge Bases

How structured knowledge repositories enable contextually accurate, high-quality AI content generation — and why knowledge grounding is the foundation of intelligent publishing systems.

AI Development

Autonomous Multi-Agent Content Pipelines: Architecture and Design Considerations

A deep dive into the design principles, component architecture, and practical applications of autonomous multi-agent systems built for scalable content processing and delivery.

AI Development

Balancing Workload with Timer-Driven Agents

How timer-driven agents dynamically allocate resources and prioritize tasks across complex workloads — the scheduling architecture behind autonomous agent systems designed for continuous operation.

Quantum Materials

Predicting Sub-1meV Quantum Transitions via Exciton-Driven Self-Floquet Fields

Optical Floquet engineering in quantum materials is fundamentally constrained by weak photon-matter coupling and severe external continuous-wave heating. We propose a theoretical framework utilizing coherent, valley-polarized exciton populations in 2D van der Waals materials to drive a 'Self-Floquet' state.

Quantum Physics

On the Spectral Rigidity of the Arithmetic Operator Δ_arith

Analysis of the essential self-adjointness of the global scaling operator and its constraints on Riemann zeta zeros.