Abstract: An interposer includes a number of features that electrically and mechanically support a vertical mounted connector. The interposer includes multiple sets of contacts on a top surface. The contacts are arranged and/or adapted to contact respective pins of the connector when the connector is vertically mounted on the interposer. Each contact in each set of contacts is electrically coupled, using a trace, to a respective pad on the bottom surface of the interposer. The contacts, the traces, and the pads are arranged in a fan-out configuration. The interposer also includes a number of securement features that strengthen a mechanical connection between the connector and the interposer.

Abstract: Systems and methods for intelligent data sanitization employing PCM and AI/ML are provided. The idea uses AI/ML to detect specific facts that needs sanitization rather than full properties in incoming records. Data sanitization is optimized using this focused method, saving computational resources. To properly manage changing data volumes, PCM shifts between Logical 0 and Logical 1 states. Logical 0 processes smaller volumes with high resistance and low conductivity, while Logical 1 processes large volumes with low resistance and high conductivity. The AI/ML module organizes and directs data to maximize resource and processing efficiency. The PCM processes data in-memory and directly overwrites, eliminating erasure. AI/ML and PCM integrate to sanitize data quickly, efficiently, and securely, improving system performance and data integrity without a central repository. The system dynamically adjusts to changing data patterns, protecting and optimizing data.