Research lineage
A non-linear history of Elena AILL: foundations, speech, memory, local learning, integration, failures, corrections, and later scoped validation.
Foundations and language
Early documented work established project hygiene, speech paths, persistent-state experiments, and explicit runtime boundaries.
Integration without a success narrative
The archive contains validated, documented, partial, mixed, and failed phases. F716, F827, F878, and F896 remain visible because later corrections do not rewrite their original outcomes.
F896 to F898
F896 isolated an insufficient natural-language end-to-end path; F897 narrowed transport and surface failures; F898 validated a later structured predicate-realization candidate in its own frozen and blind scope.
Later developments
The current catalog extends beyond the frozen 847-record snapshot. Newer evidence must be read by phase, not as proof that all historical limitations disappeared.