Cyber Resilience Lab
Independent research initiative focused on Human Intelligence for Cyber Resilience.
LHINOS Research Lab
LHINOS Cyber Resilience Lab
Human Intelligence, evidence and authority for AI-assisted cyber resilience and decision-making.
Review mode: asynchronous written research review first; no phone or video meeting is required for initial participation.
Research baseline
AEGIS
Research and engineering testbed used to examine evidence, agentic reasoning, control and human authority boundaries.
Cyber Commander
Decision-intelligence and orchestration layer concept; it does not replace SIEM, EDR, XDR, identity or cloud-security systems.
Decision cycle
Detect → Understand → Prioritize → Decide → Act → Learn
The research question is how AI can improve the quality, speed and traceability of this cycle without silently expanding execution authority.
Governance hypotheses under review
- Facts and inferences must remain distinguishable; unknown must remain unknown.
- Capability does not imply authority.
- Human authority should be explicit at consequential boundaries.
- Real-world effects require receipts or other evidence; internal status alone is insufficient.
- Agent intelligence may scale without automatically scaling execution authority.
- Research evaluation should test decision quality, evidence handling, usable security, adversarial robustness and human factors—not merely model fluency.
Requested written response
- Where can the proposed human-authority model fail in realistic cyber operations?
- Which evidence and provenance requirements are necessary before a cyber decision should be trusted?
- Which agentic-security, confidentiality, adversarial or human-factor failure modes are missing?
- Which parts of the Detect → Understand → Prioritize → Decide → Act → Learn cycle should remain human-gated?
- What experiment or falsification test would most strongly challenge the current research assumptions?
Initial participation is asynchronous by email. Founding Fellow work is voluntary, bounded research participation rather than an open operational or development role.
Public review brief
A concise, externally suitable research brief is available for download and forwarding.
This research room does not imply scientific validation, endorsement, certification, production readiness, clinical capability or institutional commitment.