χTopic tag
2 documents indexed here. Mathematical objects, methods, systems, and recurring technical questions.
A Feb-2026 pre-registered protocol for a constraint-satisfaction (CSR/ASR/SVR) benchmark of an ONN LOGOS solver vs. Transformer baselines. Kept as a methodology record; its sibling results docs are not reflected in the current authoritative research source.
The ULR empirical programme did not promote positive alignment directly into an ontology. It tested the phenomenon against gauges, nulls, untrained models, behavioural bridges, and B0–B4/B*. At the end of M1–M8, the carrier-survivor count is 0/7 and the ontology verdict is NO.