Aerlix Labs / AI / Research interest
Secure Agents
Can useful delegation coexist with narrow authority?
SYSTEM ARCHITECTURE / AGENTS
Sensing → networking → compute → intelligence → human decision
Interactive model loads as you approach. The engineering scope and constraints are provided in the page text.
Research question
Can useful delegation coexist with narrow authority?
Approach to investigation
Investigate identity-aware tools, capability boundaries, sandboxed execution and auditable approval. Include malicious retrieved content in evaluation scenarios.
Begin with a reproducible model and define the evidence that would challenge the hypothesis. Compare alternatives under both nominal and degraded conditions. Preserve assumptions, versioned inputs and observed failures.
Maturity & boundaries
Architecture research; a model instruction is never treated as a security boundary.
Potential collaboration can establish a scoped experiment, evaluation criteria and an integration decision. No completion date, funding source or deployment status is implied.
Define the mission
Bring the hard problem.
Start with the operating environment, the constraints and the decision your system needs to support.