Abstract: Implementations disclosed describe, among other things, a systems and techniques for perform efficient inspection of a semiconductor manufacturing sample. The techniques include collecting optical inspection data for training sample(s) that have a plurality of defects. The techniques further include generating, using the optical inspection data, a training data set that includes descriptions, images, and ground truth classifications for the defects. The techniques further include using the training data set to train a plurality of machine learning (ML) classifiers to generate predicted classifications for the defects in the training sample(s). The techniques further include selecting, using the predicted classifications and the ground truth classifications, one or more ML classifiers that meet one or more accuracy criteria, and using the selected ML classifier(s) to classify defects in the semiconductor manufacturing sample.

Abstract: Embodiments described herein relate to systems and methods for automatically generating content, generating API requests and/or request bodies, structuring user-generated content, and/or generating structured content in collaboration platforms, such as documentation systems, issue tracking systems, project management platforms, and other platforms. The systems and methods described use a network architecture that includes generative interface panel used to access a prompt generation service and a set of one or more purpose-configured large language model instances (LLMs) and/or other trained classifiers or natural language processors used to provide generative responses for content collaboration platforms.

Abstract: Technologies for reducing the impact of inductors on electrical traces are disclosed. In an illustrative embodiment, conductive ink is applied in a silk screen layer on top of a solder mask of a circuit board. The conductive ink forms shield regions under and near where inductors are placed and/or where a power plane is routed. The conductive shield regions may be coupled to a ground plane in the circuit board. The conductive shield regions can partially shield traces under and near the inductor, reducing the noise induced on nearby traces. The conductive shield regions can allow traces for high-speed input/output signals to be routed closer to the inductor, reducing the size, number of layers, and/or cost of the circuit board. In some embodiments, the conductive shield regions can shield emissions from the power plane, reducing interference on antennas of a device.

Abstract: Example systems, apparatus, articles of manufacture, and methods to improve audio quality based on load impedance sensing are disclosed. An example apparatus disclosed herein is to cause at least one test signal to be output to an audio device, a voltage of the at least one test signal based on a default load impedance. The example apparatus disclosed herein is to execute the instructions to measure a current drawn by the audio device based on the at least one test signal. The example apparatus disclosed herein is to execute the instructions to change the voltage based on an impedance profile, the impedance profile based on the measured current.

Abstract: Embodiments described herein relate to systems and methods for automatically generating content, generating API requests and/or request bodies, structuring user-generated content, and/or generating structured content in collaboration platforms, such as documentation systems, issue tracking systems, project management platforms, and other platforms. The systems and methods described use a network architecture that includes a prompt generation service and a set of one or more purpose-configured large language model instances (LLMs) and/or other trained classifiers or natural language processors used to provide generative responses for content collaboration platforms.

Abstract: A current load on the AHU used to maintain one or more comfort conditions in the building space is determined, along with a remaining load capacity. A maximum additional fresh air ventilation air flow that could be admitted and conditioned using the remaining load capacity of the AHU such that the AHU could still maintain the one or more comfort conditions in the building space is determined. A fresh air intake damper position for the fresh air intake damper that increases the fresh air ventilation air flow through the fresh air intake damper by a fraction of the maximum additional fresh air ventilation air flow is determined. The fraction may be based at least in part on one or more of a temperature factor and an air quality factor. The fresh air intake damper is set to the determined fresh air intake damper position.

Abstract: Technologies for memory on package with reduced package thickness are disclosed. In the illustrative embodiment, a die assembly includes a substrate with a processor die mounted on the top surface and a memory die mounted on the bottom surface. The die assembly is mounted on another substrate, such as a mainboard. A cavity is defined in the mainboard, and the memory die mounted on the bottom surface of the die assembly is positioned in the cavity. Positioning the memory die on the bottom surface of the die assembly can reduce the overall thickness of the die assembly and, therefore, can reduce the overall thickness of a device that incorporates the die assembly.

Abstract: The data management system allows for users to input data into a centralized cloud based platform allowing for greater ease of access. The system also provides powerful analysis tools designed to give visualizations for any drug process and stability data the user wishes to graph. AI/ML can further help with Yield optimizations, process control, and ability to quick review of stability data.

Abstract: The Demand forecasting combined with an inventory management platform offers robust planning tools customized to the specific needs of pharmaceutical companies. Here, you can create forecasts, measure variance between forecasts, create supply plans, and view the entire supply chain at all stages through an easy-to-use platform that allows you to bring all your data to a centralized location. This system is built explicitly for Pharmaceutical drug substances, drug products, and finished products. The system applies AI/ML to create forecasts and supply plans for clinical trials and commercial distribution.

Abstract: The shipment platform offers an easy-to-use and streamlined method of documenting drug shipment tracking and management and ensuring a full trail of changes made to shipment requests. Here, you can input and view all shipment-related information, providing a centralized source of information and truth for team members tracking any drug shipments saving time on logistics-related communications. With the use of AI/ML systems, we can predict shipments that will be an issue in the future, potential delays, and costs associated with a shipment.

Abstract: Techniques for automatically resolving document conflicts for multiple client computing devices associated with multiple respective user profiles are discussed herein. Embodiments are configured to receive multi-user input data associated with a collaborative document, where the multi-user input data is generated by two or more client computing devices associated with two or more user profiles supported by a document collaboration platform. Embodiments can generate user input step events based on the multi-user input data, where each of the user input step events are associated with a respective user profile. Embodiments can determine one or more document conflicts associated with the collaborative document based on application of a document merge model to the document object.

Abstract: Techniques for simultaneously generating adaptive digital content for multiple client computing devices associated with multiple respective user profiles are discussed herein. Embodiments are configured to receive user input data associated with a collaborative document, where the user input data is associated with a user profile stored in a document collaboration platform. Embodiments can generate temporally correlated user input step events based on the user input data, and render, on interactive user interfaces associated with the collaborative document, temporally sequenced digital content generated based on the temporally correlated user input step events.

Abstract: The present invention relates to a meditation device; wherein the meditation device comprising of a vibrator (E), a sound producing tool (F), and optionally a light source connected to a circuit board (D) and are enclosed in a ‘housing’ (A).

Abstract: A Building Management System (BMS) may be controlled in accordance with predicted occupancy using a trained model. A model is trained by providing the model with time stamped environmental data and corresponding time stamped occupancy data pertaining to a training building, wherein the time stamped environmental data is derived from one or more environmental sensors of the training building and the corresponding time stamped occupancy data is derived from one or more occupancy sensors of the training building. Once trained, the trained model is provided with time stamped environmental data for a use building that is derived from one or more environmental sensors of the use building. Occupancy data for the use building is not required. The trained model outputs a predicted occupancy value that represents a predicted occupancy count in the use building, and the BMS of the use building is controlled based at least in part on the predicted occupancy value.

Abstract: Devices, systems, and methods for filter life prediction for an aspirating smoke detector are described herein. In some examples, one or more embodiments include a computing device comprising a memory and a processor to execute instructions stored in the memory to log operational data of the aspirating smoke detector for a first time period to generate an initial data set, fit a machine learning model to the initial data set, and determine, based on the machine learning model, a remaining useful life of the filter.

Abstract: Systems, apparatuses and methods may provide for power adapter technology that includes an adapter plug having a housing, a plurality of contacts positioned within the housing, wherein the plurality of contacts includes one or more configuration channel contacts, and a piezoelectric membrane positioned on an external surface of the housing, wherein the piezoelectric membrane is electrically connected to the one or more configuration channel contacts. Additionally, sink device technology may detect a signal from the piezoelectric membrane of the adapter plug via the configuration channel contact(s), wherein the signal indicates user contact with the adapter plug, and disconnect a bulk capacitor from a receptacle adjacent to the adapter plug in response to a disconnect condition associated with the user contact.

Abstract: Methods and systems for operating a Heating, Ventilating and Air Conditioning (HVAC) system in accordance with one of a plurality of operating modes. The plurality of operating modes include one or more of a health mode, an energy savings mode and a balanced mode. In some cases, the operating modes include two or more energy saving modes. The currently operating mode is selected based on the current operating conditions of the building and the desired goals of the building operator. The goals can include, for example, reducing energy usage, reducing pathogen risks, increasing air quality and/or a combination of these goals. In some cases, the operating modes are autonomously controlled. In some cases, the operating modes are manually controlled.

Abstract: A back-to-back ultra-slim module (USM) includes an inline USM (USMi) connector and a top mount USM (USMt) connector. The back-to-back USM assembly can be made as a double-sided module to allow a stacked module configuration to save system area. The stacked module has a USMi module inline with the system board on one side of the system board, and a USMt module vertically offset from the other side of the system board. The stacked module can have a thermal layer between the USMi module and the USMt module.

Abstract: Embodiments disclosed herein include electronic packages with improved thermal performance. In an embodiment, the electronic package comprises a first package substrate, a first die stack over the first package substrate, and a heat spreader over the first die stack. In an embodiment, the heat spreader comprises arms that extend out past sidewalls of the first package substrate. In an embodiment, the electronic package further comprises an interposer over and around the heat spreader, where the interposer is electrically coupled to the first package substrate by a plurality of interconnects. In an embodiment, the electronic package further comprises a second package substrate over the interposer, and a second die over the second package substrate.