Abstract: Example systems and methods for analyzing and summarizing legal documents using artificial intelligence are disclosed. A system receives a legal document such as a contract or agreement, and utilizes multiple AI models in combination to process and summarize the document. This includes identifying the type of legal document using a natural language model, and then extracting key information like parties, dates, and monetary values. Related clauses within the document are consolidated using a clause consolidation algorithm even if they are not contiguous. Summaries are generated for each section of the document. Additionally, a question-answering module preemptively generates common questions and answers about the agreement to highlight key considerations for the parties involved. By leveraging an ensemble of customized AI models, the system aims to simplify comprehension of legal documents.

Abstract: A battery pack includes at least one electrochemical cell, a main housing, at least one projection, and a lock member. The main housing defines a longitudinal axis extending between front and rear surfaces, a transverse axis orthogonal to the longitudinal axis and extending between pair of lateral surfaces, a height axis extending between upper and lower surfaces and orthogonal to each of the longitudinal axis and the transverse axis, and a longitudinal plane of symmetry extending between the front surface and the rear surface and disposed parallel to each of the longitudinal axis and the height axis. The at least one projection is asymmetrically positioned with respect to the longitudinal plane of symmetry of the main housing. The lock member defines a lock slot therein extending along the transverse axis, such that the lock slot is asymmetrically positioned with respect to the longitudinal plane of symmetry of the main housing.

Abstract: This disclosure is directed to medical systems and techniques for dynamic configuration of medical devices. In one example, a method is configured to access a data structure comprising an algorithm for health event detection in patient data generated by at least one of a medical device of the patient or a personal device of the patient based on a usage scenario. An association of the algorithm and the usage scenario in the data structure indicates that use of the algorithm for the usage scenario complies with one or more jurisdictional requirements.

Abstract: The present disclosure relates to a system and a method for stream distribution. The method includes: determining a first parameter of a distributor to be higher or lower than a first threshold; determining a first viewer to have a second parameter higher than a second threshold with respect to streams recommended to the first viewer; determining a second viewer to have a second parameter lower than the second threshold with respect to streams recommended to the second viewer; and recommending a stream of the distributor to the first viewer or the second viewer according to a result of the determining the first parameter to be higher or lower than the first threshold.

Abstract: Methods, systems, and devices for sorting retired blocks of non-volatile memory cells are described. A memory system may recover a block that has been marked as “bad” using a requalification process. For example, after operating in an error protection mode for the block, the memory system may monitor the block to determine whether a status flag indicating an access error is set. If the status flag is set, the memory system may store information that indicates the block is unrecoverable, and the block may subsequently be retired. Alternatively, if a status flag is not set, the memory system may store information that indicates the block may be recoverable. If one or more additional access operations to the block are successful, the memory system may store information that indicates the block may be used for subsequent access operations.

Abstract: A headlight assembly for a vehicle includes: first and second projector units each including a light source and an imaging lens assembly overlying the light source and configured to focus and direct light from the light source to produce a corresponding far-field illumination pattern. The light sources of each of the first and second projector units each include a plurality of pixel light sources. The second projector unit is angled relative to the first projector unit to cause the second far-field illumination pattern therefrom to partially overlap the first far-field illumination pattern from the first projector unit and to define an overlapping region and a combined illumination pattern having a smooth transition across boundaries where the far-field illumination patterns extends beyond the overlapping region, and causing the combined illumination pattern to appear to originate from a single source.

Abstract: A machine-learning model is trained to cluster support requests based on the contents of the support requests. A user of the recommendation system may select a set of support requests to be clustered. Based on the selected set of support requests, the trained machine-learning model may be tuned and used to cluster the selected set of support requests. Using the characteristics of the support requests in one or more generated insights, one or more tools suitable for providing automated support for the cluster of support requests may be identified. Using a knapsack-based approach, one or more of the identified tools is selected for recommendation to the user.

Abstract: Learning frameworks for processing text transcripts may include receiving, by an application, a query comprising a topic. A topic model may determine a plurality of subtopics based on the topic. The application may receive, from a database based on the topic and plurality of subtopics, a plurality of text transcripts. A sentiment model may compute, for each text transcript, a respective sentiment score based on a text of the respective text transcript. The application may determine, for each text transcript, a duration of a communication session associated with the respective text transcript. The application may compute, for each text transcript, a total score based on the sentiment score and the duration of the respective text transcript. The application may return, as responsive to the query, a subset of the plurality of text transcripts having a total score that exceeds a threshold.

Abstract: In implementations of systems for generating indications of relationships between electronic documents, a processing device implements a relationship system to segment text of electronic documents included in a document corpus into segments. The relationship system determines a subset of the electronic documents that includes electronic document pairs having a number of similar segments that is greater than a threshold number. The similar segments are identified using locality sensitive hashing. The electronic document pairs are classified as related documents or unrelated documents using a machine learning model that receives a pair of electronic documents as an input and generates an indication of a classification for the pair of electronic documents as an output. Indications of relationships between particular electronic documents included in the subset are generated based at least partially on the electronic document pairs that are classified as related documents.

Abstract: Distributed execution of transactions may be performed across shards of a scalable database table. Instructions to perform as part of a transaction with respect to one or more database tables may be received. The instructions may be evaluated with respect to metadata obtained for the database tables to determine an assignment distribution of computing resources of the database system to data that can satisfy the access request. The commit protocol for the transaction may be determined according to the assignment distribution of the computing resources. After a request to commit the transaction is received, the transaction may be committed according to the determined commit protocol.

Abstract: A deployment orchestrator is provided that manages package deployments at different hierarchical levels. Each hierarchical level is associated with a particular type of resource object. The deployment orchestrator creates different of resource objects, each associated with a different hierarchical level and updates instances of the different resource objects based on information related to a package that is to be deployed. The deployment orchestrator performs processing associated with deploying the package at the hierarchical level based on information stored in the instances of the resource objects associated with the hierarchical level e.g., information related to a package that is to be deployed.

Abstract: The disclosed technology generally relates to ferroelectric materials and semiconductor devices, and more particularly to semiconductor memory devices incorporating doped polar materials. In one aspect, a capacitor comprises a crystalline polar layer comprising a base polar material substitutionally doped with a dopant. The base polar material comprises one or more metal elements and one or both of oxygen or nitrogen. The dopant comprises a metal element of one of 4d series, 5d series, 4f series or 5f series that is different from the one or more metal elements, such that a ferroelectric switching voltage of the capacitor is different from that of the capacitor having the base polar material without being doped with the dopant by more than about 100 mV.

Abstract: A time-to-digital converter (TDC) uses voltage as a representation of time offset. A voltage change is induced over a time period from a start signal to a stop signal. The final voltage is then measured, and the voltage measurement is mapped to a time value representing the time between the start signal and the stop signal. The voltage change can be increasing or decreasing, e.g., by charging or discharging a capacitive circuit between the start signal and the stop signal. The voltage can be measured using an analog-to-digital converter (ADC) or other voltage measurement circuit. The voltage measurement can be mapped to the time value in any manner, such as, for example, using a transfer function or using a mapping table that provides a time value for each possible voltage measurement value.

Abstract: Solutions for data unification include: receiving a data record, the data record comprising a plurality of data fields; selecting, from among the plurality of data fields, a subset of the data fields, the subset of the data fields being fewer in number than the plurality of data fields, wherein selecting the subset of the data fields comprises: applying a first rule to select at least a first one of the data fields within the data record for inclusion in the subset of the data fields; using content of the subset of the data fields, generating a stable identifier (stableID) for the data record; and inserting the stableID into a primary key data field of the data record.

Abstract: A mat comprising a first side and a second side opposite the first side is disclosed. The mat has a body with a thickness defined between the first side and the second side and a width defined between a first edge and a second edge. A plurality of fortifying members can be positioned between the first side and the second side extend within the body substantially vertically with respect to the width. A lip can extend from the body of the mat and have a first rib having a first rib thickness. A first channel portion can have a first channel thickness whereby the first rib thickness is greater than the first channel thickness.

Abstract: Register banks are used to allow for fast beam switching in a phased array system. Each beam forming channel is associated with a register bank containing M register sets for configuring such things as gain/amplitude and phase parameters of the beam forming channel. The register banks for all beam forming channels can be pre-programmed and then fast beam switching circuitry allows all beam forming channels across the array to be switched to use the same register set from its corresponding register bank at substantially the same time, thereby allowing the phased array system to be quickly switched between various beam patterns and orientations. Active power control circuitry may be used to control the amount of electrical power provided to or consumed by one or more individual beam forming channels such as to reduce DC power consumption of the array and/or to selectively change the effective directivity of the array.

Abstract: A system and method for keeping track of events. In the preferred embodiment, a counter is created on a mobile device and is set to update one or more values based on the occurrence of a triggering event. The triggering event may be based on the user pressing a button or otherwise interacting with the mobile device, or may be based on other functions of the mobile device, such as the arrival in a particular location as determined by GPS. Counters may be shared with other mobile devices, and data in the counters may be stored on the mobile device or in a remote location. Mobile devices can share data from their counters with other mobile devices, and counters can be set to compare data between different mobile devices. Alerts can be set based on predetermined criteria.

Abstract: Recommendations of one or more authorizing components are provided to issuers and/or merchants for enhancing approval rates of payment processing requests. A server system receives a payment authorization request for a payment transaction between a cardholder and a merchant in real time. Payment transaction features associated with the payment transaction are identified based on the payment authorization request. A combination of one or more authorizing components to be applied to the payment transaction is predicted to obtain a product recommendation strategy for the payment transaction. The combination of one or more authorizing components is predicted based on a trained machine learning model and the payment transaction features. The payment authorization request and the product recommendation strategy are transmitted to an issuer associated with the cardholder.

Abstract: Methods and systems for managing operation of endpoint devices are disclosed. To manage the operation of endpoint devices, a management framework may be used. The management framework may allow users to define desired outcomes for operation of endpoint devices. Once defined, the management framework may supplement the desired outcomes with additional context. The desired outcomes and additional context may be used to determine how to configure the endpoint devices. For example, applications for deployment to the endpoint devices may be identified and confirmed with the requestors via use of the management framework.

Abstract: A gaming device includes an input device, a processor circuit and a memory coupled to the processor circuit. The memory includes machine-readable instructions that, when executed by the processor circuit, cause the processor circuit to perform operations herein. Operations include providing an online virtual environment that includes a wagering tournament game that is accessible to multiple users in different physical locations. Operations include receiving, via the input device and from the users, login credentials that provide the users with access to the online virtual environment and providing access to the online virtual environment using multiple gaming channels that includes a first gaming channel and a second gaming channel that is different from the first gaming channel. Operations include providing image data received from an image capture device of one of the users with other ones of the users in the online virtual environment.