Abstract: A construction management system includes an output unit that causes a display device to display a remotely operable work machine, a selection data acquisition unit that acquires machine selection data indicating specification of the work machine, and a remote operation permission unit that permits start of a remote operation of the work machine based on the machine selection data.

Abstract: Methods, systems, and computer programs are presented for proactively generating content based on performance of previous content. One method includes an operation for transmitting a set of first items for presentation. The first items are multimodal, and each first item has values for attributes associated with the first item. The method further includes tracking performance of the transmitted set of first items, selecting values of attributes based on the tracked performance, and proactively generating, using one or more generative artificial intelligence (GAI) tools, a set of second items based on the selected values of the attributes. Further, the method includes operations for providing a user interface (UI) with an option to select from the set of second items, receiving in the UI a selection of selected second items for transmittal, and transmitting the selected second items to one or more users.

Abstract: A computer system is provided that includes processing circuitry. The computer system being configured to implement a machine learning (ML) model having a transformer architecture that, during a training operation or inference operation, is configured to receive an activation input matrix of activation input values and obtain a weight matrix of weight values. The ML model is further configured to perform ultra-low precision (ULP) quantization by quantizing each of the weight values in the weight matrix to a corresponding selected value from a predefined set of binary or ternary quantized weight values and compute a matrix arithmetic result based on at least a portion of the weight matrix with the quantized weight values and at least a portion of the activation input matrix.

Abstract: Provided are a device system and a method for preparing cyclic carbonate by diol esterifying cyclization. The device system comprises a reaction unit, a gas-liquid separation unit, and a refining unit which are connected in sequence; in the reaction unit, a nitrile compound is used as an auxiliary to synthesize cyclic carbonate by diol esterifying cyclization with CO2; the reaction unit comprises any one of a fixed-bed reactor, a bubbling-bed reactor, or a fluidized-bed reactor; and a feeding/discharging method of liquid of the reaction unit comprises top liquid-feeding and bottom liquid-discharging, or bottom liquid-feeding and top liquid-discharging; the gas-liquid separation unit comprises a first separation device and a second separation device which are arranged in series; the refining unit comprises a light-component removal tower, a heavy-component removal tower, and a high-purity tower which are arranged in sequence.

Abstract: A display system includes: a detection data acquisition unit that acquires detection data indicating a three-dimensional shape of a construction site in which a work machine operates; a three-dimensional data storage unit that stores first detection data indicating the detection data acquired at a first time point; a changed-portion specifying unit that specifies a changed portion between the first detection data and second detection data indicating the detection data acquired at a second time point after the first time point; an update unit that updates a part of the first detection data on the basis of the changed portion; and a display control unit that causes a display apparatus to display the updated first detection data.

Abstract: According to implementations of the subject matter described herein, there is provided a solution for semantic representation of text in a document. In this solution, textual information comprising a sequence of text elements and layout information of the text element are determined from a document. The layout information indicates a spatial arrangement of the plurality of text elements presented within the document. Based at least in part on the plurality of text elements and the layout information, respective semantic feature representations of the plurality of text elements are generated. By jointly using both the textual information and the layout information, rich semantics of the text elements in the document can be effectively captured in the feature representations.

Abstract: There is provided a solution for semantic representation of text in a document. In this solution, textual information comprising a sequence of text elements (220) and layout information (230) of the text element are determined from a document. The layout information (230) indicates a spatial arrangement of the plurality of text elements (220) presented within the document. Based at least in part on the plurality of text elements (220) and the layout information (230), respective semantic feature representations (180) of the plurality of text elements (220) are generated. By jointly using both the textual information and the layout information (230), rich semantics of the text elements (220) in the document can be effectively captured in the feature representations.

Abstract: A server computing device is provided, including a processor configured to receive a homomorphically encrypted input embedding vector from a client computing device. At a transformer network, the processor may generate a plurality of homomorphically encrypted intermediate vectors at least in part by performing inferencing on the homomorphically encrypted input embedding vector. The processor may transmit the plurality of homomorphically encrypted intermediate output vectors to the client computing device. The processor may receive a plurality of homomorphically encrypted intermediate input vectors from the client computing device subsequently to transmitting the homomorphically encrypted intermediate output vectors to the client computing device. At the transformer network, the processor may generate a homomorphically encrypted output vector at least in part by performing additional inferencing on the homomorphically encrypted intermediate input vectors.

Abstract: Methods, systems, and computer programs are presented for the proactive generation of personalized content for use in communication messages. The present solutions relate to systems and methods for creating and optimizing highly personalized cross-channel content for marketing campaigns. The system, referred to as Feed Generator (FG) or Content Alchemist, utilizes Generative Artificial Intelligence (GAI) to proactively generate multi-modal content (text copy, images, audio, videos, etc.) that can be used in marketing campaigns. Additionally, powerful tracking tools are presented to monitor content performance in real-time and proactively suggest optimizations to enhance revenue generation and key performance indicators such as engagement, clicks, and conversions.

Abstract: Methods, systems, and computer programs are presented for proactively generating content based on performance of previous content. One method includes an operation for transmitting a set of first items for presentation. The first items are multimodal, and each first item has values for attributes associated with the first item. The method further includes tracking performance of the transmitted set of first items, selecting values of attributes based on the tracked performance, and proactively generating, using one or more generative artificial intelligence (GAI) tools, a set of second items based on the selected values of the attributes. Further, the method includes operations for providing a user interface (UI) with an option to select from the set of second items, receiving in the UI a selection of selected second items for transmittal, and transmitting the selected second items to one or more users.

Abstract: The present invention relates to a stable pharmaceutical composition of a receptor agonist, a preparation method therefor and the use thereof. In particular, the present invention discloses a pharmaceutical composition having a dual-receptor agonist as an active ingredient. The pharmaceutical composition comprises a dual-receptor agonist buffer solution, an osmotic pressure regulator and a pH regulator. The pharmaceutical composition of the present invention has good drug stability and safety, and the preparation method is simple and convenient, and suitable for industrial production.

Abstract: This application discloses an earphone and an earphone assembly. The earphone includes a housing, a speaker, a main circuit board, and a battery. All of the speaker, the main circuit board, and the battery are mounted in the housing. The main circuit board is located between the speaker and the battery. The main circuit board is disposed in an inclined manner relative to the speaker. A risk that the speaker of the earphone generates current noise is low, and sound quality of the earphone is good.

Abstract: The present disclosure relates to earphones and earphone assemblies. One example earphone includes a housing, a first circuit board, and an antenna. Both the first circuit board and the antenna are located in the housing and are disposed in a stacked manner. The first circuit board and the antenna are structural members independent of each other. The first circuit board is located between the antenna and the housing. There is a touch sensor on a side that is of the first circuit board and that faces the housing, and the touch sensor is configured to detect a touch action performed on the housing. The antenna is configured to transmit/receive a radio frequency signal. The antenna of the earphone can provide a reference ground for the touch sensor.

Abstract: A smart motor-drive mechanism for multi-point slam lock includes an outer panel, an inner unit and an operating cylinder assembly arranged between the inner and outer units. The inner unit includes a battery holder and a motor. The outer side of the inner unit has a thumb turn matched with the motor through a blade receiver. A control mechanism in the inner unit is connected with the motor. The operating cylinder assembly includes a cylinder body and a cylinder drive bar assembly on the cylinder body. The blade receiver is matched and connected with the cylinder drive bar assembly. The smart motor-drive mechanism can achieve one-click unlocking and locking by arranging the motor on the operating cylinder assembly and controlling the motor by the button to drive the operating cam to rotate, thereby controlling the retraction or extension of the latch bolt, and is simple and convenient in use.

Abstract: A display system includes: a three-dimensional data storage unit that stores three-dimensional data indicating a three-dimensional shape in a first range of a construction site in which a work machine operates; a detection data acquisition unit that acquires detection data indicating a three-dimensional shape in a second range that is a part of the first range; an update unit that updates a partial range of the three-dimensional data on the basis of the detection data; and a display control unit that causes a display apparatus to display an updated range and a non-updated range in different display forms in the three-dimensional data.

Abstract: A thermal processing apparatus and a thermal processing method where the vessel with interconnected chambers in which the solid material is thermally processed is suspended in a heat exchange medium while it is rotated, which reduces the energy to rotate the vessel, increases heat transfer surface area, increases the turbulence of the heat exchange medium around the vessel and improves the movement of solid particles relative to each other and relative to the heat exchange surface. These features combine to increase the heat transfer rates within a compact vessel size.

Abstract: A computing system is provided, including a processor configured to receive a training data set. Based at least in part on the training data set, the processor is further configured to train a transformer network that includes a plurality of layers. The plurality of layers each respectively include a plurality of sub-layers including an attention sub-layer, a feed-forward sub-layer, and a plurality of normalization sub-layers. The plurality of normalization sub-layers are downstream from corresponding sub-layers of the plurality of sub-layers. Each of the plurality of normalization sub-layers is configured to apply layer normalization to a sum of: a first scaling parameter multiplied by an input vector of the sub-layer; and an output vector of the sub-layer.

Abstract: A construction management system includes a current terrain data creation unit that creates current terrain data of a construction site on which a work machine operates, a detection data acquisition unit that acquires detection data of a detection device that detects the construction site, a reflection unit that generates reflection data in which the detection data is reflected in the current terrain data, and an output unit that outputs the reflection data on a display device.