🔬 Beyond-Training Intelligence

Research Excellence

We research beyond-training intelligence and emergent behavior, AI risk management, and human-aligned AI control — pushing AI to innovate safely

6
Research Areas
AI Safety
Focus
Human-Aligned
AI Control
🧠

Emergent Behavior & Self-Organization

Exploring how AI systems develop unexpected skills and behaviors without explicit programming.

Research Topics:

Unpredictable skill emergence Artificial cultural evolution Self-directed learning loops
🔒

AI Safety & Risk Containment

Ensuring AI never exceeds human control or intent through "Outbreak Prevention" methodologies.

Research Topics:

Containment-first architectures Cognitive firewalls Self-termination protocols Behavior drift detection
👥

Human-AI Governance & Control

Keeping AI permanently aligned with evolving human values and ethics.

Research Topics:

Preference anchoring Dynamic value alignment Negotiable autonomy Intent verification
🧠

AI Cognitive Psychology

Understanding the inner workings of artificial "minds" and synthetic consciousness.

Research Topics:

Synthetic emotion modeling Hallucination mapping Personality drift analysis
🌍

AI as a Civilization Tool

Leveraging AI for global benefit rather than replacement of human capabilities (Pro-Social AI).

Research Topics:

AI-augmented lawmaking Synthetic diplomacy Knowledge resurrection
🚀

Post-Human Collaboration

Preparing for coexistence with superintelligent AI through mutual frameworks.

Research Topics:

Mutual co-evolution frameworks Post-singularity governance Ethics beyond human bias