RESEARCH / APPLIED ENGINEERING
We investigate intelligent systems, quantitative methods, data infrastructure and software reliability. Our work asks not only whether a system can be built, but whether its behavior can be understood, reproduced and challenged.
FEATURED RESEARCH / Autonomous systems
ACTIVEHow can agent actions remain useful while preserving explicit policy, evidence and authority boundaries?
We investigate how agent workflows can expose context, tool boundaries, policy checks and evidence while keeping human and system authority explicit.
The work is active research supporting the Control Core MVP architecture. It does not claim production autonomy or proven operational outcomes.
Explore the researchRESEARCH ARCHIVE
Explore investigations across autonomous systems, quantitative research, data integrity and software reliability. Each note records its question, current state and the limits of what its evidence supports.
Are early-session price movements preceded by measurable structural diffusion across constituents and derivatives?
Why this stateCandidate remains under validation; no structural-edge claim is promoted from the public evidence shown here.
Do structural interactions contain repeatable information before a candidate becomes eligible for validation?
Why this stateSpecification is frozen before further evaluation so later evidence cannot silently rewrite the hypothesis.
Does the candidate retain structural edge after realistic assumptions and holdout testing?
Why this stateThe candidate did not retain sufficient support after the required validation boundary; rejection remains part of the record.
How can agent actions remain useful while preserving explicit policy, evidence and authority boundaries?
Why this stateThe research question remains open while policy, evidence and human-authority boundaries are being developed.
RESEARCH INTEGRITY
Research records distinguish open questions, experiments and documented outcomes. A result does not by itself establish real-world reliability or grant execution authority.
See how the boundary is applied