Advanced AI Research Institute

Research Labs

Eight specialized research laboratories advancing the frontiers of AI safety, governance, and security. Our mission: develop frameworks, tools, and knowledge to ensure transformative AI technologies serve humanity safely and securely.

8
Research Labs
120+
Researchers
340+
Publications
28
Patents
$12M+
Annual Funding
Our Research Divisions

8 Specialized Labs

Adversarial AI Lab

AAIL

Lab Director: Dr. Elena Sokolov

16
Researchers
52
Publications
Red teaming, adversarial attack simulation, robustness evaluation, and defense mechanisms for AI systems across multiple domains.
Current Projects
  • Adversarial example generation for defense AI
  • Certified robustness benchmarks
  • Transfer attack evaluation frameworks
  • Adversarial training at scale
Funding: DARPA AI Next, ONR, NSF CAREER

Byzantine Fault Tolerance Lab

BFT

Lab Director: Dr. Dmitri Volkov

14
Researchers
38
Publications
Distributed AI consensus mechanisms, Byzantine Council simulation with 33-agent deployments, multi-party consensus for aligned AI systems.
Current Projects
  • Byzantine consensus for LLM governance
  • 33-agent Byzantine Council prototypes
  • Scalable distributed agreement protocols
  • Fault tolerance in multi-stakeholder systems
Funding: ARPA-H, Anthropic Safety, BMCC Cyber

Autonomous Systems Ethics Lab

ASEL

Lab Director: Dr. Priya Sharma

12
Researchers
31
Publications
Governance frameworks for autonomous vehicles, drones, robotics, and embodied AI systems. Human oversight, ethical decision-making architectures.
Current Projects
  • Autonomous vehicle governance frameworks
  • Drone regulation policy development
  • Robotics ethics in defense contexts
  • Meaningful human control architectures
Funding: NSF, NHTSA, DoD Research

Quantum-AI Security Lab

QASL

Lab Director: Dr. Kenji Yamamoto

15
Researchers
41
Publications
Post-quantum cryptography for AI systems, quantum-resistant protocols, collaboration with Orbit-Q on quantum defense solutions.
Current Projects
  • Post-quantum AI authentication
  • Quantum-resistant neural networks
  • Lattice-based cryptography for ML
  • Defense against quantum threats
Funding: NSF PQC, NIST, Orbit-Q Partnership

Natural Language Governance Lab

NLGL

Lab Director: Dr. Aisha Patel

18
Researchers
47
Publications
LLM safety, alignment research, prompt injection defense, jailbreak evaluation, and governance frameworks for large language models in critical applications.
Current Projects
  • Prompt injection detection and mitigation
  • Jailbreak evaluation benchmarks
  • Constitutional AI for governance
  • LLM alignment verification
Funding: Anthropic, OpenAI Safety, NIST AI RMF

Computer Vision Ethics Lab

CVEL

Lab Director: Dr. Marcus Liu

13
Researchers
35
Publications
Facial recognition governance, surveillance AI ethics, bias in vision systems, and policy frameworks for responsible computer vision deployment.
Current Projects
  • Facial recognition policy frameworks
  • Vision system bias evaluation
  • Surveillance ethics governance
  • Privacy-preserving computer vision
Funding: DARPA SemaFor, Privacy Tech Consortium

Federated Learning Privacy Lab

FLPL

Lab Director: Dr. Sarah Goldstein

14
Researchers
43
Publications
Distributed machine learning privacy, differential privacy techniques, secure multi-party computation, and privacy-preserving AI for defense applications.
Current Projects
  • Differential privacy implementation
  • Federated learning for defense
  • Privacy budget management
  • Secure computation frameworks
Funding: DARPA AI Next, NSF, ONR

Explainable AI Lab

XAIL

Lab Director: Dr. Robert Chen

17
Researchers
53
Publications
AI interpretability, transparency frameworks, decision auditing, and explainability techniques for high-stakes military and defense AI systems.
Current Projects
  • Neural network interpretability methods
  • Decision audit frameworks
  • Explainability for defense AI
  • Human-AI collaboration transparency
Funding: DARPA XAI, DoD Science, NSF
How We Work

Research Collaboration & Impact

Interdisciplinary Integration

Our labs collaborate across computer science, policy, economics, and defense expertise, producing comprehensive solutions that bridge research and real-world implementation.

Industry Partnerships

We partner with leading technology companies for real-world testing, implementation validation, and emerging technology assessment in production environments.

Government Engagement

Direct collaboration with defense ministries and security agencies ensures our research translates into actionable policy and strategic capability development.

Academic Network

Partnerships with leading universities enable knowledge sharing, talent recruitment, and access to cutting-edge research infrastructure globally.