Luxury Recommendation

Phylons predictive factors cascade

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.

China Tech Visibility & Rationalization

Regional transfer works best when the reusable capability is separated from the channel that first hosted it.

El caso chino describe transferencia regional; no prueba portabilidad universal de miniapps ni de datos de clientes.

Regime-Aware Semantic Windows: Proposal for Mathematical Assessment and Empirical Validation

Semantic-window testing could examine when historical product context ceases to be admissible after a material change.

Regime awareness no es forecast ni un remedio general al concept drift. Definir qué cambio invalida qué inferencia antes de medir.

Annex 4 — Canonical Requirements and Test Contract

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.

Event Intelligence

For a complementary reading, see Distributed product knowledge and recommendation.

Piece Identity & Inventory Orchestration

For a complementary reading, see Linking identifiers across distributed product knowledge.

The Limits of AI Oversight

For a complementary reading, see The limits of oversight and input recovery.

AI Integrity Architecture: Toward Expert-System Envelopes Around Statistical AI

For a complementary reading, see Expert-system envelopes around statistical AI.

Montblanc — Lightweight Product Intelligence for Luxury In-Store Conversion

For a complementary reading, see A distributed architecture for product intelligence.

Montblanc — Lightweight Product Intelligence for Luxury In-Store Conversion

Turn existing product intelligence into clearer customer conversations and better in-store decisions.

China Tech Visibility & Rationalization

Make technology dependencies and operating capabilities visible across a complex regional environment.

AI Integrity Architecture: Toward Expert-System Envelopes Around Statistical AI

Explore expert-system envelopes that connect statistical AI with explicit operating rules and control.

Phylons predictive factors cascade

Read the cascade linking contextual evidence, predictive factors and regime-aware decisions.