A Functional Pilot for Certified Freshness-Aware Semantic-Spatial Range Retrieval

A technical pilot demonstrating certified freshness-aware retrieval over semantic-spatial data, with no direct AI risk or safety implications.

Auto-scored: This is a neutral technical paper on data retrieval with no bearing on AI risk or mitigation.