ArchitectureOct 2025
The Architecture of A.V.E.A
Deconstructing the first autonomously viral agent. A technical deep dive into viral scoring algorithms.
Research at Prema.
Advancing the science of Context-Aware Intelligence. We publish our findings to push the industry towards sovereign, transparent AI.
Core Research Areas
Cognitive & Emotional AI
- Emotion detection and reasoning
- Human intent modeling
- Personality-adaptive responses
Contextual Memory Systems
- Long-term AI memory
- Multi-session personalization
- User identity-aware reasoning
Agentic Systems
- Autonomous AI agents
- Task-oriented collaboration
- Strategic decision-making engines
AI for Education
- AI study companions
- Focus control systems
- Personalized learning intelligence
Latest Publications
PrivacySep 2025
Sovereign AI Framework
Why local-first inference is the only path to true data privacy in enterprise environments.
ML ResearchAug 2025
Context-Aware Neural Nets
Moving beyond tokens: How simple memory layers can approximate human-like intent understanding.
Generative AIJul 2025
Deterministic Creativity
Balancing temperature and seed control to achieve reliable creative outputs for brand consistency.