Abstract: Machine learning systems and methods for automated claims data and workflow processing are provided. The system includes a property claims processing platform which monitors for one or more automation trigger events in connection with an insurance claims property file. When the one or more automation trigger events is detected, the system identifies and executes one or more automated claims processing workflows in response to the detected trigger events. The workflows can be pre-defined and/or user-defined workflows that are selected in response to pre-defined logic or heuristic rules, and/or they could be selected by one or more machine learning algorithms.

Abstract: Artificial intelligence systems and methods are provided for automatic property damage estimate generation and contents pricing from textual and image data. The system generates an initial prompt for submission to an AI model and modifies the prompt to include additional information relating to historical claims data, property data, and/or other data. The system then submits the modified prompt to one or more AI models along with one or more of textual data and photo data. Output of the AI model(s) is then processed by the system to generate a damage estimate, which could be delivered in the form of natural language output, lists, and/or category and selector codes operable with a software-based insurance claims processing system. Additionally, the system can process textual and/or video (e.g., photo) information in order to automatically generate a list of contents and associated prices, using one or more custom-trained AI models.

Abstract: Apparatus and associated methods relate to assisting gait impaired patients. In an illustrative example, a gait assisting apparatus may be wearable by a user including a sensor module and an actuator. The sensor module may be configured to generate a sensor measurement from measured data associated with the user. For example, a controller operably coupled to the sensor module may include a local classification model configured to classify a gait situation based on a classification input received from the sensor module. In some implementations, an activation module of the controller may generate an activation level to control the actuator. In operation, the activation module may apply the local classification model to the classification input to determine the activation level of the actuator to generate a vibration gait assistance and/or illumination guidance. Various embodiments may advantageously provide a gait assistant function to prevent gait impairment injuries.

Abstract: A sliding door blocking system includes a first blocking apparatus and a second blocking apparatus. The first blocking apparatus may have a first raised portion and at least two first wings. The second blocking apparatus may have a second raised portion and at least two second wings. The first and second blocking apparatuses may both be placed in tracks of a sliding door frame to prevent a sliding door from being removed. That is, the at least two first wings and the at least two second wings may be inserted into the tracks of the sliding door frame.

Abstract: A system, to persist state in a dynamic electronic form, may include a communications module to receive a request to certify a template associated with an electronic form, an attribute detector to determine that the template is associated with a restore state attribute and a certification module. The certification module may be configured to selectively grant the request to certify the template based on the restore state attribute.

Abstract: An apparatus for facilitating electromagnetic wave resonator tuning is disclosed, including first, second, and third spaced apart resonator portions, the second portion disposed between the first and third to form an electromagnetic wave resonator having a resonant frequency, wherein the first and second portions define a first volume therebetween and the second and third define a second volume therebetween, a first actuator coupled to the first portion, the second, or both, the first actuator configured to adjust a width of the first volume, and a second actuator coupled to the second portion, the third, or both, the second actuator configured to adjust a width of the second volume, wherein the actuators are configured to decrease the widths of the first and second volumes or increase the widths of the first and second volumes to adjust the resonant frequency of the resonator. Other apparatuses, methods, and systems are also disclosed.

Abstract: An apparatus for facilitating electromagnetic wave resonator tuning is disclosed, including first, second, and third spaced apart resonator portions, the second portion disposed between the first and third to form an electromagnetic wave resonator having a resonant frequency, wherein the first and second portions define a first volume therebetween and the second and third define a second volume therebetween, a first actuator coupled to the first portion, the second, or both, the first actuator configured to adjust a width of the first volume, and a second actuator coupled to the second portion, the third, or both, the second actuator configured to adjust a width of the second volume, wherein the actuators are configured to decrease the widths of the first and second volumes or increase the widths of the first and second volumes to adjust the resonant frequency of the resonator. Other apparatuses, methods, and systems are also disclosed.

Abstract: A system, to persist state in a dynamic electronic form, may include a communications module to receive a request to certify a template associated with an electronic form, an attribute detector to determine that the template is associated with a restore state attribute and a certification module. The certification module may be configured to selectively grant the request to certify the template based on the restore state attribute.

Abstract: A system, to persist state in a dynamic electronic form, may include a communications module to receive a request to certify a template associated with an electronic form, an attribute detector to determine that the template is associated with a restore state attribute and a certification module. The certification module may be configured to selectively grant the request to certify the template based on the restore state attribute.

Abstract: A device for carrying a handgun in a concealed manner includes a stabilizer key capable of being secured to and/or carried on the handgun. A clip is capable of being secured to apparel of a user. The clip includes a receiver for releasably engaging the stabilizer key, and allowing the stabilizer key to slide into and out of the receiver of the clip for insertion and withdrawal of the handgun.

Abstract: Debugging capabilities for software running in a cloud-computing environment are disclosed. A controller identifies which machines in the cloud are running instances of software to be debugged. An agent is deployed onto the machines in the cloud to facilitate communication with the developer's machine. When the developer wants to debug software on the agent's machine, the agent downloads and installs a monitor onto the machine. The agent configures the machine for remote debugging via the monitor. A security mechanism ensures that only authenticated developers can access the monitor and the remote machine for debugging. A controller automatically determines which machines can be debugged, updates a list of processes available for debugging on the machines, and identifies how to connect a developer's debugging client to the machines. The controller permits remote debugging only upon request from an authenticated developer and only for those processes that the developer is permitted to debug.

Abstract: In one example embodiment, a system and method is shown that includes identifying a host setting related to a property of a document data structure and a property of a fragment data structure, the document data structure reflecting an organization of a document, and the fragment data structure reflecting an organization of a portion of the document. Additionally, the system and method may include overriding the property of the fragment data structure using the property of the document data structure, if the host setting includes a command that the property of the fragment data structure is to be overridden by the property of the document data structure.

Abstract: Digitally signing data for multiple encodings is disclosed. A first signature of the data is generated. A second signature of a second encoding of the data is generated. The first signature and the second signature are associated with the signed data.

Abstract: In one example embodiment, a system and method is shown that includes identifying a host setting related to a property of a document data structure and a property of a fragment data structure, the document data structure reflecting an organization of a document, and the fragment data structure reflecting an organization of a portion of the document. Additionally, the system and method may include overriding the property of the fragment data structure using the property of the document data structure, if the host setting includes a command that the property of the fragment data structure is to be overridden by the property of the document data structure.

Abstract: A system, to persist state in a dynamic electronic form, may include a communications module to receive a request to certify a template associated with an electronic form, an attribute detector to determine that the template is associated with a restore state attribute and a certification module. The certification module may be configured to selectively grant the request to certify the template based on the restore state attribute.

Abstract: A system for transparent navigation of relational data models is provided. The system may include a request detector, a relationship detector, and an address evaluator. The request detector may be configured to receive a request for a node in the data schema. The relationship detector may be configured to determine that the request includes information associated with the relationship aspect. The address evaluator may be configured to resolve the information associated with the relationship aspect into the requested node.

Abstract: In some embodiments, a method includes receiving an electronic document that comprising a list of one or more features specified for use during processing of the electronic document by an application. The method also includes determining if one or more specified features from the list of specified features is not supported by the application. The method includes executing an operation that is defined by a prescription associated with one or more specified features, in response to a determination that the one or more specified features is not supported by the application, wherein the prescription defines at least one of an operation to be performed or a restriction to be applied by the application as part of subsequent processing of the electronic document.

Abstract: A motorcycle backrest includes a base fender bracket, and a removable backrest portion. The base fender bracket is adapted to be rigidly secured to a motorcycle at a position residing over the rear fender. The base fender bracket includes first and second upstanding support plates, each including a hole. The removable backrest portion includes a cushion and first and second rearward extending plates each including a hole. A pin is configured to extend through the holes in the upstanding plates and through the holes in the rearward extending plates when aligned to thereby removably couple the removable backrest portion to the base fender bracket.

Abstract: Briefly, in accordance with one embodiment of the invention, a form author may declaratively state a condition under which a break event may occur to insert a break between data items in a list of data items. Optionally, formatting, a leader subform, and/or a trailer subform may be inserted between the data items in the event the condition is satisfied. Such a declarative condition may be introduced into an XFA template specification. A condition that may be evaluated may include mathematical operation, a Boolean expression, an integer expression, a floating point expression, a string expression, and/or a data item evaluation. A new layout of the list of data items may be implemented without transformation of the original layout of the list of data items wherein the list of data items may revert to the original layout of the list of data items, for example after performing an operation on the new layout of the list of data items.

Abstract: A method and system for dynamically downloading custom code for execution within a host application is provided. A deployment system augments the manifest used for deploying managed applications to include information describing how the host application is to use the custom code, referred to as host manifest information. The deployment system reports the progress of the downloading of the manifest and the custom code to the host application. The host application can then perform appropriate host-specific processing. The host application may provide to the deployment system an interface for verifying the trust of the custom code. The deployment system also allows the host application to control the uninstalling of the custom code.