Raafat Alhalaki

What the Test Suite Could Not See: An Error Taxonomy from Building a Neuro-Symbolic Food-Label Compliance System for Arabic Labels

AbstractFood-label compliance verification is a high-stakes regulatory task, and the neuro-symbolic pattern — a probabilistic perception layer feeding a deterministic judgment layer — is an established response to it. This paper does not propose that architecture. It reports what...

What the Test Suite Could Not See: An Error Taxonomy from Building a Neuro-Symbolic Food-Label Compliance System for Arabic Labels

AbstractFood-label compliance verification is a high-stakes regulatory task, and the neuro-symbolic pattern — a probabilistic perception layer feeding a deterministic judgment layer — is an established response to it. This paper does not propose that architecture. It reports what...