Foundations

Similarity-based retrieval

Retrieve material close to a query in content or representation.

When it applies

Verify its relevance, currency and authority for the particular use.

hypothesis · From
Contextual admissibility
The semantic-window lineage suggests testing contextual admissibility separately from similarity in product retrieval.
Los factores financieros no se convierten directamente en embeddings de lujo. La similitud semántica y la validez comercial requieren pruebas distintas.
- Phylons predictive factors cascade
- Luxury Recommendation
candidate transfer · To
Decision authority
Similarity can help retrieve product knowledge, but currency, evidential scope and authority must be qualified separately before it supports an operational commitment.
Una recomendación comercial no equivale a una decisión crítica EA; aplicar sólo a los campos que realmente causen un compromiso.
- Luxury Recommendation
- Annex 4 — Canonical Requirements and Test Contract
illustrates · From
Luxury product recommendation
conceptual bridge
- Luxury Recommendation
- Montblanc — Lightweight Product Intelligence for Luxury In-Store Conversion