Abstract: Disclosed herein are system, method, and computer readable medium embodiments for machine learning systems to process interactive communications between at least two participants. Speech and text within the interactive communications are analyzed using machine learning models to infer insights located within the interactive communications. The inferred insights are converted to descriptive text or audio and tagged to the interactive communication as graphics or audio whispers reflecting the insights added to the interactive communication.

Abstract: A forcible entry tool apparatus is provided for use by firemen and the like for forcible entry into vehicles or structures to assist in rescue operations. The tool has a base with a prying foot movably attached to the base with a pin acting as a fulcrum point for movement of the prying foot. The handle is attached to the prying foot for moving the prying foot on the lever pin on the base and a stabilizing arm is removably attachable to the foot for bracing the foot while the handle is being operated to move the prying foot on the fulcrum pin. Both the handle and the stabilizing arm are telescoping members. The stabilizing arm has a bracing foot attached to one end and is attached to the base with a positioning bracket. The prying foot can have the fulcrum pin positioned at different points for different operations and the handle can be positioned in different positions relative to the foot for proper leverage for prying open doors and the like.

Abstract: A toilet backflow preventing valve and toilet bowl support for mounting between a standard soil pipe mounting flange and drain horn of a standard toilet bowl supports the toilet bowl closely adjacent the floor level, receives standard toilet bolts clamping the valve between the toilet bowl and the soil pipe and has a manually actuated slide with an open position that does not obstruct flow and a closed position sealing the soil pipe to prevent blackflow into the toilet bowl. A feature includes O-ring seals for the opposite faces of the slide and relative rotation of the slide and seals to facilitate the sliding action without damaging the seals.