Abstract: The present disclosure provides systems and methods for secure, compliant, context-driven electronic communications using an agentic AI platform. Within a server, modular AI bot components are dynamically instantiated, sequenced, and deallocated by a bot orchestration engine in response to workflow context extracted from inbound communication data. Computer-executable instructions stored in memory implement a multi-stage privacy pipeline including REGEX matching, NER, and locally retrainable SLMs language models to redact PII and other sensitive identifiers prior to further processing. The architecture incorporates parallel processing routines for privacy enforcement, context extraction, compliance evaluation, and agentic bot management. Composite prompts generated from bot outputs are supplied to downstream LLMs for draft creation.

Abstract: A device and method to improve the automation for answering questions in multiple computer forms is described herein. For example, an electronic questionnaire form seeking information from an institutional asset manager in a questionnaire format may require the asset manager to answer the same question for multiple potential clients. The tool described herein stores previous questions and answers, and provides the answer to a question if a near-exact question has previously been asked. If a similar question has been previously asked the tool identifies the closest answers, and then uses a large language model to combine the previous answers into a new answer. The tool may parse a questionnaire into questions and then use the cosine similarity score to determine the closeness of the question to previously answered questions.

Abstract: A unique implementation of a machine learning application for suggesting actions for a user to undertake is described herein. The application transforms a history of user behavior into a set of models that represent user actions given a set of parameters. These models are then used to suggest that users in a payments or banking environment take certain actions based on their history. The models are created using the DensiCube, random forest or k-means algorithms.

Abstract: A unique implementation of a machine learning application for suggesting actions for a user to undertake is described herein. The application transforms a history of user behavior for a plurality of users into a set of models that represent user actions, and the optimal actions, given a set of parameters. These models are then used to suggest that users in a payments or banking environment take certain actions based on a best in class model derived from the best performing user. The models are created using the DensiCube, random forest, K-means or other machine learning algorithms.

Abstract: A unique implementation of a machine learning application for suggesting actions for a user to undertake is described herein. The application transforms a history of user behavior into a set of models that represent user actions given a set of parameters. These models are then used to suggest that users in a payments or banking environment take certain actions based on their history. The models are created using the DensiCube, random forest or k-means algorithms.

Abstract: A unique implementation of a machine learning application for suggesting actions for a user to undertake is described herein. The application transforms a history of user behavior into a set of models that represent user actions given a set of parameters. These models are then used to suggest that users in a payments or banking environment take certain actions based on their history. The models are created using the DensiCube, random forest or k-means algorithms.

Abstract: A method of assembling a gas turbine engine is provided that includes locating a consumable assembly tool within the engine. The consumable assembly tool is attached to another component of the gas turbine engine. The engine is run to vaporize the consumable assembly tool.

Abstract: There is an implant, comprising a plate portion at a first end, and a stem portion at a second end extending away from an end of the plate portion. In one embodiment, the plate portion comprises a first lobe with a first screw hole; and a second lobe with a second screw hole, wherein the first lobe is adjacent to the second lobe. There is also method of inserting an implant, comprising preparing a patient's bones, performing an osteotomy on the patient's bones to form a first bone segment and a second bone segment, aligning the first bone segment and the second bone segment and inserting an implant into an intramedullary canal in the second bone segment.

Abstract: There is a fixation device for promoting fusion and/or osteosynthesis of a first bone segment and a second bone segment, comprising a bone plate portion including an outer surface, an inner surface and at least one fixation aperture extending from the outer surface to the inner surface and a bone wedge portion extending from the plate portion at a first end and a free opposite end, the bone wedge portion comprising a porous architecture configured to promote bone ingrowth, the wedge portion defining first and second engagement surfaces for engaging the first bone segment and a second bone segment, respectively. There is also a method of manufacturing a fixation device for promoting fusion and/or osteosynthesis of a first bone segment and a second bone segment, a method of promoting fusion and/or osteosynthesis of a first bone segment and a second bone segment, and a fixation kit.

Abstract: A portable article holding device for catching articles which may fall from a user's hands towards the floor when a user is sitting in a chair, such as a high chair. The device has an open top, and includes a pair of front receptacles configured for operably expanding and contracting into one another, and a pair of arm receptacles, each of which can be operably expanded and contracted into an associated front receptacle. When thus configured, the device can adjustably deploy to create a full receptacle perimeter around users having variable body shapes and sizes. In an example embodiment, the device further includes a pair of arm receptacle subsets which expand and contract to further vary the width of each arm receptacle. When in a retracted position, the device can further include a selectively removable cover sized to close the open top of the device.

Abstract: A system, for calculating an object location within a portal, includes a portal map formed by a plurality of infra-red beams. The system further includes a broken beam detector for detecting and recording, in response to an object moving through the portal map, data indicative of one or more broken beams of the plurality of infra-red beams. The data includes first data indicative of an initial position of the object within the portal, second data indicative of a subsequent position of the object within the portal, and third data including one or more time records. The system also includes at least one broken beam analyzer for obtaining the data from the broken beam detector, the broken beam analyzer calculating the object location based on at least one of the first data, the second data, and the third data.

Abstract: A system, for calculating an object location within a portal, includes a portal map formed by a plurality of infra-red beams. The system further includes a broken beam detector for detecting and recording, in response to an object moving through the portal map, data indicative of one or more broken beams of the plurality of infra-red beams. The data includes first data indicative of an initial position of the object within the portal, second data indicative of a subsequent position of the object within the portal, and third data including one or more time records. The system also includes at least one broken beam analyzer for obtaining the data from the broken beam detector, the broken beam analyzer calculating the object location based on at least one of the first data, the second data, and the third data.

Abstract: A method of assembling a gas turbine engine includes locating a consumable assembly tool within the engine

Abstract: A system, for calculating an object location within a portal, includes a portal map formed by a plurality of infra-red beams. The system further includes a broken beam detector for detecting and recording, in response to an object moving through the portal map, data indicative of one or more broken beams of the plurality of infra-red beams. The data includes first data indicative of an initial position of the object within the portal, second data indicative of a subsequent position of the object within the portal, and third data including one or more time records. The system also includes at least one broken beam analyzer for obtaining the data from the broken beam detector, the broken beam analyzer calculating the object location based on at least one of the first data, the second data, and the third data.

Abstract: Described and illustrated herein are an exemplary methods and system to display analyte sensor data. Such method may be achieved by the medical device receiving data from the analyte sensor for a period of time and displaying a target zone and a graphical representation of the data in which one or more portions of the graphical representation comprises a specific indicia of clinical risk.

Abstract: The invention relates to a novel display system for a drug delivery device that reduces power consumption and permits the user of the device to see messages when the device is not in a powered state or when the device has encountered an error condition. By using a bistable display, the medical device is able to maintain messages that can been seen by the user even when the device's power supply is exhausted or when the device has encountered an error that interrupts its normal operation. The use of such a display also improves the battery life by eliminating the need to provide power to the display screen when it is not being updated.

Abstract: A system, for calculating an object location within a portal, includes a portal map formed by a plurality of infra-red beams. The system further includes a broken beam detector for detecting and recording, in response to an object moving through the portal map, data indicative of one or more broken beams of the plurality of infra-red beams. The data includes first data indicative of an initial position of the object within the portal, second data indicative of a subsequent position of the object within the portal, and third data including one or more time records. The system also includes at least one broken beam analyzer for obtaining the data from the broken beam detector, the broken beam analyzer calculating the object location based on at least one of the first data, the second data, and the third data.

Abstract: The invention relates to a novel display system for a drug delivery device that reduces power consumption and permits the user of the device to see messages when the device is not in a powered state or when the device has encountered an error condition. By using a bistable display, the medical device is able to maintain messages that can been seen by the user even when the device's power supply is exhausted or when the device has encountered an error that interrupts its normal operation. The use of such a display also improves the battery life by eliminating the need to provide power to the display screen when it is not being updated.

Abstract: A portable, handheld device for manual percussive respiratory therapy in infants and young children having a pear-shaped dome for proper position of the device over various sizes of target treatment anatomy, an ergonomic handle for maximum efficacy in implementation by a range of users, a cushioned sealing mechanism for softening the impact on a young patient, and indicator means to indicate proper positioning and engagement of the device during use. The device is optimal for use by parents and other caregivers with little or no medical training.