AIXION LAB · RESEARCH
Research Notes
Questions, hypotheses, experiments and failures that move the systems forward. A rejected result is still useful when the method and boundary are clear.
INDEX
Research is not a success gallery.
The public index keeps active, frozen and rejected work visible so the site reflects how engineering actually progresses.
Opening-session market structure
Are early-session price movements preceded by measurable structural diffusion across constituents and derivatives?
REC-MD structural interaction
Do structural interactions contain repeatable information before a candidate becomes eligible for validation?
Mean reversion candidate
Does the candidate retain structural edge after realistic assumptions and holdout testing?
Evidence-bound autonomy
How can agent actions remain useful while preserving explicit policy, evidence and authority boundaries?
METHOD
How a claim earns authority.
Every candidate moves through explicit gates. The lifecycle makes promotion, rejection and iteration inspectable without repeating the research index above.