Abstract: Systems and methods are disclosed for managing a generative artificial intelligence (AI) model to improve performance. Managing the generative AI model includes using a second generative AI model to generate outputs from similar inputs and comparing the outputs of the generative AI models to determine their similarity. The second generative AI model is trained using fresher training data but may not be manually supervised and adjusted to the level of the generative AI model being managed. As such, an output of the second generative AI model is compared to an output of the managed generative AI model by a classification model to determine a relevance of the output from the managed generative AI model. An output of the classification model is used to perform various suitable policies to optimize the performance of the managed generative AI model, such as providing alternate outputs, preventing providing the output, or retraining the model.

Abstract: Mobile handheld electronic devices such as smartphones, comprising a Wide camera for capturing Wide images with respective Wide fields of view (FOVW), a Tele camera for capturing Tele images with respective Tele fields of view (FOVT) smaller than FOVW, and a processor configured to stitch a plurality of Wide images into a panorama image with a field of view FOVP>FOVW and to pin a Tele image to a given location within the panorama image to obtain a smart panorama image.

Abstract: A management system for server analysis gives users algorithmically generated metrics representing the performance of servers and the health of executed applications on the servers or the health of serverless applications. The metrics generated are related to server and/or application capacity and application workload health. Server capacity metrics include those related to CPU, storage memory, and volatile memory resources. Application capacity metrics include those related to resource contention, the processor, storage, and memory of the application. Also, the monitoring system shows metrics related to the reliability, stability, and predictability of an application to analyze the workload health of an application. The scores are easily interpretated, by experts or non-experts, to identify problems, improvements, and solutions. The user-friendly scores make monitoring, management, maintenance, and scheduling of processes simpler and more accurate.

Abstract: A method, computer program product, and computer system for sending, by a first computing device, a payload from a plurality of payloads to a second computing device. A response from the second computing device responding to the payload is received at the first computing device. It is determined whether the payload has successfully attacked an application executing at the second computing device based upon, at least in part, the response. If not, at least a portion of the plurality of payloads that shares a structural overlap with the first payload is identified. At least a second payload of the portion is prevented from being sent to the second computing device in response to identifying that the second payload shares the structural overlap with the first payload.

Abstract: A method, computer program product, and computer system for sending, by a first computing device, a payload from a plurality of payloads to a second computing device. A response from the second computing device responding to the payload is received at the first computing device. It is determined whether the payload has successfully attacked an application executing at the second computing device based upon, at least in part, the response. If not, at least a portion of the plurality of payloads that shares a structural overlap with the first payload is identified. At least a second payload of the portion is prevented from being sent to the second computing device in response to identifying that the second payload shares the structural overlap with the first payload.

Abstract: A method, computer program product, and computer system for sending, by a first computing device, a payload from a plurality of payloads to a second computing device. A response from the second computing device responding to the payload is received at the first computing device. It is determined whether the payload has successfully attacked an application executing at the second computing device based upon, at least in part, the response. If not, at least a portion of the plurality of payloads that shares a structural overlap with the first payload is identified. At least a second payload of the portion is prevented from being sent to the second computing device in response to identifying that the second payload shares the structural overlap with the first payload.

Abstract: A method, computer program product, and computer system for sending, by a first computing device, a payload from a plurality of payloads to a second computing device. A response from the second computing device responding to the payload is received at the first computing device. It is determined whether the payload has successfully attacked an application executing at the second computing device based upon, at least in part, the response. If not, at least a portion of the plurality of payloads that shares a structural overlap with the first payload is identified. At least a second payload of the portion is prevented from being sent to the second computing device in response to identifying that the second payload shares the structural overlap with the first payload.

Abstract: An article for improving the posture of an individual sitting on a chair. The article includes a back covering member positionable on the back support portion of the chair and covering at least a portion thereof. The article is configured to annoy the individual when the individual is sitting in a manner deleterious to proper posture. The article includes a means for removably attaching the back covering member to the chair. There is also taught another article for improving the posture of an individual sitting on a chair. The article includes a seat covering member positionable on the seat support portion of the chair and covering at least a portion thereof. The article is configured to annoy the individual when the individual is sitting in a manner deleterious to proper posture. The article includes a means for removably attaching the seat covering member to the chair.

Abstract: Provided is a system and method for soft tissue shaping (such as breast, buttocks tissues, arms and neck lifting and shaping/reshaping), including a cradling member for cradling soft tissue and an anchoring system for fixing the cradling member to posture tissue in at least one location. The cradling member has a top side and bottom side, wherein at least one of the top side or bottom side may be fitted with at least one inflatable compartment.

Abstract: A system and method for shaping/reshaping and lifting a soft tissue, comprising a cradling member configured to cradle the soft tissue, an anchoring system comprising one or more anchors for fixing the cradling member to a posture tissue, and adjustable suspension members suspended from the one or more anchors.

Abstract: An article for improving the posture of an individual sitting on a chair. The article includes a back covering member positionable on the back support portion of the chair and covering at least a portion thereof. The article is configured to annoy the individual when the individual is sitting in a manner deleterious to proper posture. The article includes a means for removably attaching the back covering member to the chair. There is also taught another article for improving the posture of an individual sitting on a chair. The article includes a seat covering member positionable on the seat support portion of the chair and covering at least a portion thereof. The article is configured to annoy the individual when the individual is sitting in a manner deleterious to proper posture. The article includes a means for removably attaching the seat covering member to the chair.