Abstract: An example method includes providing, to a sequence model (i) a plurality of few-shot prompts, wherein each prompt comprises a demonstration passage, a demonstration task, and a demonstration query, wherein the demonstration task describes a type of retrieval, and wherein the demonstration query is relevant to the demonstration task, and (ii) a plurality of passages sampled from a corpus of passages. The method also includes receiving, from the sequence model and for the plurality of passages and based on the plurality of few-shot prompts, a respective plurality of predicted task-query pairs, the sequence model having been prompted to predict a task based on an input passage, and predict an output query relevant to the predicted task. The method further includes generating a synthetic training dataset comprising the plurality of passages and the respective plurality of predicted task-query pairs. The method also includes providing the synthetic training dataset.

Abstract: A system for a system for a computer program product is provided that includes a non-transitory computer readable storage medium comprising computer executable code to obtain at least one of driver data or vehicle data and determine that a vehicle is at a first pickup location. The executable code can also be configured to obtain animal data related to the first pickup location, determine that the vehicle is at a first drop off location, obtain additional animal data related to the first drop off location, dynamically adjust the animal data to form adjusted animal data based on the additional animal data obtained, and record in a memory the adjusted animal data.

Abstract: An adaptive workpiece support system comprising a wear plate comprising a precision datum face and a plurality of tool holes, and accessories interactive with the plurality of tool holes of the wear plate to support, locate, and hold a workpiece against the wear plate for machining the workpiece. The plurality of tool holes is laid out in a grid and extending through the precision datum face, a thickness of the wear plate, and a backside face of the wear plate. The wear plate is configured to locate a workpiece relative to three axes of a machine.

Abstract: An exposed electrode negative air ion device, either stand-alone or mounted in an exposed environment 56 as part of a negative air ion panel system 50. Each device comprises: (a) an electronics module 22, the electronics module 22 including a negative voltage generator 22B; and (b) an exposed electrode 10, the exposed electrode 10 including a mat surface 11 of intertwined individual fibres electrically connected to the negative voltage generator 22B. The mat surface 11 has a minimum mean resistance of RMIN to restrict a maximum capacitive current discharge below a capacitive current discharge detection threshold. The negative voltage generator 22B is configured to generate a negative voltage source 23 from a power supply 21 within a set of electrical parameters. The set of electrical parameters includes a maximum preset negative voltage of VMAX and a maximum operating current, the maximum operating current set below or equal to a direct current detection threshold.

Abstract: Provided herein are methods for treating cancer using molecules having an antigen binding fragment that immunospecifically binds to BTN1A1, such as anti-BTN1A1 antibodies. These molecules include those having an antigen binding fragment that immunospecifically binds to glycosylated BTN1A1, such as anti-glycosylated BTN1A1 antibodies. Also included are molecules having an antigen binding fragment that immunospecifically bind to BTN1A1 dimers, such as anti-BTN1A1 dimer antibodies. Also provided are methods for treating anti-PD-1 therapy or anti-PD-L1 therapy resistant or refractory cancers.

Abstract: An organic light-emitting diode display may have thin-film transistor circuitry formed on a substrate. The display and substrate may have rounded corners. A pixel definition layer may be formed on the thin-film transistor circuitry. Openings in the pixel definition layer may be provided with emissive material overlapping respective anodes for organic light-emitting diodes. A cathode layer may cover the array of pixels. A ground power supply path may be used to distribute a ground voltage to the cathode layer. The ground power supply path may be formed from a metal layer that is shorted to the cathode layer using portions of a metal layer that forms anodes for the diodes, may be formed from a mesh shaped metal pattern, may have L-shaped path segments, may include laser-deposited metal on the cathode layer, and may have other structures that facilitate distribution of the ground power supply.

Abstract: An organic electronic optoelectronic device comprises a substrate, a first electrode positioned over the substrate, a first organic buffer layer positioned over the first electrode, and a first inorganic emissive layer positioned over the first organic buffer layer. A method of fabricating an organic optoelectronic device is also disclosed.

Abstract: The present disclosure provides details on an intermediary service bureau (ISB) system which includes an ISB center that acts as an intermediary communication center between communication devices used by correctional facilities and contract providers. The ISB records communications, stores security data, and provides front end processing to facilitate an inmate to communicate with an outside party by way of a contract provider. Further, the ISB provides accounting services for inmates and friends and family that use services provided the contract provider. The contract provider provides security and routing services for the ISB by obtaining data from the ISB and updating data at the ISB according to the communications.

Abstract: The present disclosure describes a monitoring environment that monitors an activity for activity that may be indicative of being prohibited by the local, the state, and/or the national governing authorities, namely suspicious activity, or activity that is prohibited by the local, the state, and/or the national governing authorities, namely prohibited activity. The monitoring environment verifies the activity is actually being monitored within the monitoring environment. The verification can require one or more monitoring persons monitoring the activity to perform one or more tasks to verify their attentiveness in monitoring the activity.

Abstract: A layered security suite is disclosed wherein multiple security barriers that prevent the unsanctioned use of a mobile device issued by a controlled-environment facility. The security barriers are implemented along multiple points within the communication path between the mobile device with outside networks, including on the mobile device, on wireless access points that serve data traffic for the mobile device, and a firewall device that monitors all data coming to and from the wireless access points. The barriers on the mobile device prevent the user from performing unsanctioned application and settings changes, including both software and hardware components, while the barrier on the wireless access point detects and prevents unauthorized connections between mobile devices and unsanctioned wireless access points. The firewall device discards packets with unsanctioned internet addresses.

Abstract: A system and method are disclosed for activating remote monitoring functionality of a personal wireless device associated with a released individual. After incarceration, former inmates are released under a variety of different circumstances, many of which require follow-up check-ins with case managers or other individuals. As part of their release, inmates often agree to multiple restrictions and requirements. In order to better monitor compliance with those requirements, a personal wireless device assigned to the released individual can be programmed with certain rules and automatically trigger when a violation is detected. As a result of a detected violation, the personal wireless device activates certain devices, such as a camera, microphone, etc., to capture data in order to remotely monitor the released individual. A case manager can also manually activate monitoring.

Abstract: Methods and systems for providing location fencing within a controlled environment are disclosed herein. A location fencing server determines a location of a first inmate based on a first beacon device, and determines a location of a second inmate based on a second beacon device. Further, the location fencing server determines a proximity status based on the location of the first inmate and the location of the second inmate. Additionally, the location fencing server determines that the first inmate and the second inmate are in violation of a proximity policy based on the proximity status. In some embodiments, the location fencing server sends a notification to an employee device based on the violation of a proximity policy.

Abstract: The growing amount of communication data generated by inmates in controlled environments makes a timely and effective investigation and analysis more and more difficult. The present disclosure provides details of a system and method to investigate and analyze the communication data in a correctional facility timely and effectively. Such a system receives both real time communication data and recorded communication data, processes and investigates the data automatically, and stores the received communication data and processed communication data in a unified data server. Such a system enables a reviewer to review, modify and insert markers and comments for the communication data. Such a system further enables the reviewer to search the communication data and create scheduled search reports.

Abstract: This patent defines a method for making robot programming more intuitive for tasks such as welding. The method further is an enhancement of manual guiding methods of robot positioning and can improve situations in which finer resolution or control of the robot end-effector is required. A motion sensor is mounted in series with the n?1 joint and in parallel with the nth joint, where n is the number of degrees of freedom or number of joints of the serial manipulator. The motion sensor is further mounted directly in-line with the nth joint and becomes part the opposing portion of the nth joint. The motion sensor further is uniquely adapted to apply to non-spherical wrist robots. The motion sensor senses input movements by a robot operator and controls the output tool motion in a controlled manner with resolution defined by user input at the motion sensor.

Abstract: A system for high definition (HD) image recognition of criminals is disclosed. The system includes a plurality of cameras, an image recognition server, investigator user devices, a computing device, a database, and a network. At least one processor of the image recognition server is configured to receive a plurality of photographs of a first individual, perform image processing of the plurality of photographs to extract a first set of physical features, store feature data regarding the first set of physical features in the database, receive suspect data regarding a suspected individual from a first investigator user device, match the suspect data with the feature data stored in the database, and transmit an alert to the computing device in the prison, wherein the alert activates a mobile application on each investigator user device to display match data identifying the suspected individual as the first individual based on the feature data.

Abstract: The growing problem of contraband devices being smuggled into a correctional facility raises both security and safety issue. General fixed contraband detection systems are not cost effective because they require a high up-front cost and high maintenance, training and upgrade cost after installation. The present disclosure provides details of a system and method to detect and control the usage of contraband devices in a correctional facility cost effectively. Such a system is portable and can be relocated to different locations. Such as system both detects contraband devices and disrupts the operations of the contraband devices. Such a system further provides a report on the severity of contraband usage to the correctional facility.

Abstract: A Controlled Environment Secure Media Streaming System manages the delivery of content to Secured Devices. Cloud Services provide content to Integration Hub. The Integration Hub interfaces with various cloud services providers and prepares content for consumption by a resident of a secured facility. Integration Hub utilizes Content Filter to inspect content received from cloud service providers for suitability for use in a secured environment. Once content is retrieved, filtered, formatted, and packaged by Integration Hub, the content is stored in Data Warehouse. Secured Devices request content from the Distribution Hub, the Distribution Hub retrieves the content from the Data Warehouse, and then Distribution Hub manages the transfer of content to the Secured Devices. In some embodiments, Distribution Hub utilizes Content Filter to determine whether or not a particular Secured Device can access particular content.

Abstract: A system is described herein that facilitates the monitoring of inmate communications. The system provides a remotely-accessible means for a reviewer to monitor a call between an inmate and another person. The system includes a monitoring server and a monitoring station. The monitoring server is configured to receive a call and call information from a communication center and process the call for monitoring, schedule a review of the call; and store the call, the call information, and scheduling data. The monitoring station is configured to receive the call and the call information from the monitoring server based on the scheduling data, and to display the identifying information and facilitate the review of the call.

Abstract: The present disclosure provides details of a system for monitoring an offender during a correctional supervisory program. The system includes an offender communication device that transmit and receive communications via a communication and monitoring center. The offender communication device include a smart phone or tablet that obtains identity information including biometric information from an offender before a communication is transmitted or received. The offender communication device also stores data including metadata, metrics, or content of a communication and transmits the stored data to the communication and monitoring center. The communication and monitoring center transmits and receives communications from the offender communication device and another communication device.

Abstract: Tamping simulators are provided. The tamping simulator includes a powder cylinder; a dosing receptacle; a tamping pin having a first end and a second end, the tamping pin being configured to be moved between a raised position and a lowered position such that the second end is received into the powder cylinder and the dosing receptacle in an instance in which the tamping pin is in the lowered position; a tamping spring operably coupled to the first end of the tamping pin and being configured to relieve compression pressure from the tamping pin; and a compression scale operably coupled to the tamping spring and being configured to indicate an amount of compression pressure absorbed by the tamping spring.