Abstract: This document relates to methods and materials involved in producing antibodies (e.g., single domain antibody (sdAbs) and/or heavy chain only antibodies) having one or two chimeric heavy chains. For example, (A) genetically engineered non-human animals (e.g., genetically engineered mice) having the ability to produce an antibody having one or two chimeric heavy chains that include (1) a non-human Ig heavy chain constant domain (CH) 2 and/or a non-human CH3 domain and (2) a VH domain such as a VH domain set forth in any one of SEQ ID NOs:74-87. (B) genetically engineered non-human animals (e.g., genetically engineered mice) having the ability to produce antibody-like molecules that include (1) a non-human heavy chain constant (CH) 2 domain and/or a non-human CH3 domain (e.g., endogenous CH2 and/or CH3 domains) and (2) a TCR variable domain (e.g., a human TCR variable domain). (C) genetically engineered non-human animals (e.g.

Abstract: Certain embodiments provide a computer that includes a memory and a processor coupled to the memory and a network. The memory stores phase modules for a strategic innovation process. Each phase module presents a user interface (UI) that includes a topic region and a chatbot region associated with a chatbot application coupled to a large language model (LLM). The topic region presents information created by a user and information created by the LLM. The chatbot region receives natural language text from the user's computer over a network, and presents information generated by the LLM. For each phase module, the processor sends the UI to the user's computer, receives natural language text, generates information for the topic region based at least in part on the natural language text, and sends the information for the topic region over the network to the user's computer.

Abstract: Embodiments of the present disclosure advantageously provide a computer-based documentation generation system that generates a document from individual outline summaries. In certain embodiments, a documentation generation computer sends a GUI to a client computer for presentation to a user. The GUI includes a document outline region and a dialog region. The document outline region includes outline sections that are selectable by a user. The dialog region includes an input section and an output section. The input section is configured to receive natural language text from the user, and the output section is configured to present information generated by section chat modules that are associated with the outline sections. Each section chat module develops and generates a respective summary outline by interacting with the user and with a large language model (LLM), such as a generative pre-trained transformer (GPT).

Abstract: Large language models (LLMs) learn via machine learning to understand and generate human-like text, and thus are power when used for various language-based tasks, such as text summarization, translation, and content generation. However, to provide superior performance, the LLM is often of a considerable model size and requires high inference costs. To mitigate the size and execution costs of LLMs, methods have been developed to specifically compress LLMs. However, most existing methods either incur significant accuracy degradation compared to uncompressed models or have high training time, while their adaptability is often constrained by a limited range of hardware-supported compression formats. The present disclosure provides error compensation for a compressed LLM in a training free manner that provides flexibility for diverse performance needs.

Abstract: A computer-implemented method is disclosed. The method includes causing display, in a graphical user interface on a client device, of a page with a navigational panel including a selectable tree element having a hierarchical relationship to a current electronic page having its user-generated content being displayed in a content panel. The method includes identifying a set of candidate cards in which each card is associated with a respective electronic page and has a respective relatedness score. The method includes identifying a user profile in accordance with an authentication of an user operating the client device, and selecting, from the set of candidate cards, a subset of candidate cards satisfying permissions criteria based on permissions identified in the user profile. The method includes causing display of the subset of candidate cards within the content panel in accordance with the respective relatedness score for each card in the subset of candidate cards.

Abstract: Systems, devices, and techniques are disclosed for efficient knowledge graph indexing and retrieval. Document chunks may be generated from documents. Summarizations may be generated from document chunks. Entity types, entity properties, relations, and relation properties may be generated from a subset of the summarizations. A schema including entity types, entity properties, relations, and relation properties may be generated. Entity property triplets and entity relation triplets may be generated from the summarizations based on the schema and linked to the document chunks. A knowledge graph including nodes representing entities from the entity property triplets and entity relation triplets and edges representing the entity property triplets and the entity relation triplets may be generated. A search query may be received.

Abstract: The present technology provides a versatile content management system that can also support bi-directional synchronization of an organization account. The organization account is maintained as a plurality of root directories that can be mounted under an organization directory top-level folder. The organization directory top-level folder can appear in a user account's view of the organization account, by does not actually exist as a directory in the content management system. The organization directory top-level folder can be a folder created on a client device in which root directories of an organization account are mounted, but the organization directory top-level folder is not a synchronized directory. The organization directory top-level folder gives the appearance of a single directory structure for an organization even though the organization content is actually organized into the plurality of root directories.

Abstract: Methods, systems, apparatuses, devices, and computer program products are described. A system may obtain a set of documents associated with a knowledge base for retrieval-augmented generation (RAG). The system may generate multiple representations of the information included in the documents using multiple knowledge extraction pipelines. For example, the system may generate a set of metadata-based vector embeddings based on the documents, a set of knowledge graphs based on the documents, and a set of hierarchical tree representations based on the documents. The system may receive a user query and may retrieve contextual information from the set of vector embeddings, the set of knowledge graphs, and the set of hierarchical tree representations to augment the user query for a large language model (LLM) prompt. The system may input the prompt to the LLM, and the LLM may output a response based on the user query and the contextual information.

Abstract: Systems, methods and products for uploading scanned documents for collaboration. A user chooses, prior to uploading a document, whether the user wishes for the document to be converted to a text-searchable PDF and/or processed to recognize objects in the image. When the document is scanned, it is uploaded to the cloud based system with the user-selected options, and the PDF/image is processed. The upload may be a multipart, parallel upload to increase the speed of the upload. When the PDF/image is received at the cloud based system, it is processed according to the user-selected options to generate metadata (text or recognized objects) which is stored with the uploaded document. The PDF/image and metadata are shared with users who can then search the metadata for the PDF/image.

Abstract: A retrieval augmented generation (RAG) based query reformulation pipeline for a Query and Answer (QA) system is described. This pipeline leverages a Directed Acyclic Graph (DAG) and involves several operations, including retrieval of documents and knowledge graph triplets based on the initial query, reranking of retrieved elements based on relevance, refinement and summarization of relevant document chunks and knowledge triplets, reformulation of the initial query, and generation of a natural language response. The response is generated using a large language model (LLM) and is grounded in the knowledge base, which supports factual accuracy and consistency.

Abstract: Systems, methods and products for uploading scanned documents for collaboration. A user chooses, prior to uploading a document, whether the user wishes for the document to be converted to a text-searchable PDF and/or processed to recognize objects in the image. When the document is scanned, it is uploaded to the cloud based system with the user-selected options, and the PDF/image is processed. The upload may be a multipart, parallel upload to increase the speed of the upload. When the PDF/image is received at the cloud based system, it is processed according to the user-selected options to generate metadata (text or recognized objects) which is stored with the uploaded document. The PDF/image and metadata are shared with users who can then search the metadata for the PDF/image.

Abstract: A handheld, conforming capacitive sensing apparatus configured to measure Sub-Epidermal Moisture (SEM) as a mean to detect and monitor the formation of pressure ulcers. The device incorporates an array of electrodes which are excited to measure and scan SEM in a programmable and multiplexed manner by a battery-less RF-powered chip. The scanning operation is initiated by an interrogator which excites a coil embedded in the apparatus and provides the needed energy burst to support the scanning/reading operation. Each electrode measures the equivalent sub-epidermal capacitance corresponding and representing the moisture content.

Abstract: Systems, methods and products for uploading scanned documents for collaboration. A user chooses, prior to uploading a document, whether the user wishes for the document to be converted to a text-searchable PDF and/or processed to recognize objects in the image. When the document is scanned, it is uploaded to the cloud based system with the user-selected options, and the PDF/image is processed. The upload may be a multipart, parallel upload to increase the speed of the upload. When the PDF/image is received at the cloud based system, it is processed according to the user-selected options to generate metadata (text or recognized objects) which is stored with the uploaded document. The PDF/image and metadata are shared with users who can then search the metadata for the PDF/image.

Abstract: The disclosure is directed to a document management system having a label management user interface. The document management system may be configured to display document content in either a document view mode or a document edit mode in which document content is displayed in a content panel of the graphical user interface. When in the document view mode and an authenticated user has edit permissions with respect to a current document, the graphical user interface is configured to display a label management user interface including an array of user-selectable label graphical objects and a list of recommended labels selected in accordance with a label score. The label score for each recommended label is determined with respect to the current document based on a set of multiple heuristics including proximity of the document with respect to other labeled documents in a hierarchical element tree.

Abstract: The disclosure is directed to a document management system having a label management user interface. The document management system may be configured to display document content in either a document view mode or a document edit mode in which document content is displayed in a content panel of the graphical user interface. When in the document view mode and an authenticated user has edit permissions with respect to a current document, the graphical user interface is configured to display a label management user interface including an array of user-selectable label graphical objects and a list of recommended labels selected in accordance with a label score. The label score for each recommended label is determined with respect to the current document based on a set of multiple heuristics including proximity of the document with respect to other labeled documents in a hierarchical element tree.

Abstract: A computer-implemented method is disclosed. The method includes causing display, in a graphical user interface on a client device, of a page with a navigational panel including a selectable tree element having a hierarchical relationship to a current electronic page having its user-generated content being displayed in a content panel. The method includes identifying a set of candidate cards in which each card is associated with a respective electronic page and has a respective relatedness score. The method includes identifying a user profile in accordance with an authentication of an user operating the client device, and selecting, from the set of candidate cards, a subset of candidate cards satisfying permissions criteria based on permissions identified in the user profile. The method includes causing display of the subset of candidate cards within the content panel in accordance with the respective relatedness score for each card in the subset of candidate cards.

Abstract: The disclosure is directed to a document management system having a label management user interface. The document management system may be configured to display document content in either a document view mode or a document edit mode in which document content is displayed in a content panel of the graphical user interface. When in the document view mode and an authenticated user has edit permissions with respect to a current document, the graphical user interface is configured to display a label management user interface including an array of user-selectable label graphical objects and a list of recommended labels selected in accordance with a label score. The label score for each recommended label is determined with respect to the current document based on a set of multiple heuristics including proximity of the document with respect to other labeled documents in a hierarchical element tree.

Abstract: A computer-implemented method is disclosed. The method includes causing display, in a graphical user interface on a client device, of a page with a navigational panel including a selectable tree element having a hierarchical relationship to a current electronic page having its user-generated content being displayed in a content panel. The method includes identifying a set of candidate cards in which each card is associated with a respective electronic page and has a respective relatedness score. The method includes identifying a user profile in accordance with an authentication of an user operating the client device, and selecting, from the set of candidate cards, a subset of candidate cards satisfying permissions criteria based on permissions identified in the user profile. The method includes causing display of the subset of candidate cards within the content panel in accordance with the respective relatedness score for each card in the subset of candidate cards.

Abstract: A handheld, conforming capacitive sensing apparatus configured to measure Sub-Epidermal Moisture (SEM) as a mean to detect and monitor the formation of pressure ulcers. The device incorporates an array of electrodes which are excited to measure and scan SEM in a programmable and multiplexed manner by a battery-less RF-powered chip. The scanning operation is initiated by an interrogator which excites a coil embedded in the apparatus and provides the needed energy burst to support the scanning/reading operation. Each electrode measures the equivalent sub-epidermal capacitance corresponding and representing the moisture content.

Abstract: A handheld, conforming capacitive sensing apparatus configured to measure Sub-Epidermal Moisture (SEM) as a mean to detect and monitor the formation of pressure ulcers. The device incorporates an array of electrodes which are excited to measure and scan SEM in a programmable and multiplexed manner by a battery-less RF-powered chip. The scanning operation is initiated by an interrogator which excites a coil embedded in the apparatus and provides the needed energy burst to support the scanning/reading operation. Each electrode measures the equivalent sub-epidermal capacitance corresponding and representing the moisture content.