Abstract: Techniques and apparatuses are described that implement housing assemblies for computing devices. In aspects, a housing assembly includes an elongated side-frame element comprising a first metal and a cast internal frame comprising a second, different, metal. The melting point of the first metal is higher than the melting point of the second metal. The elongated side-frame element may include at least one elongated slot disposed on an inner surface of the elongated side-frame element, with the elongated slot oriented parallel to the elongated side-frame element. The slot may include at least one undercut. The cast internal frame may include an elongated interlock flange that extends from an internal frame body. The elongated interlock flange received into the elongated slot of the elongated side-frame element. This document also describes methods for manufacturing a computing device housing assembly and a product-by-process.

Abstract: This document describes apparatuses that include integrated memory card ejector and sensor ports. A first described aspect of an apparatus includes a memory card connector, a housing, and a carriage. The memory card connector includes a receiver configured to receive a memory card and an ejector assembly configured to eject the memory card from the receiver. The housing includes a sidewall that includes a memory card slot and an integrated port. The integrated port defines an outside opening of the housing. The carriage includes a slide portion slidably positioned in the integrated port and is accessible through the outside opening of the housing. The carriage includes a carriage body having an outer port, a sensor port, and an acoustic chamber defined within the carriage body. The carriage includes an ejector connector configured for contacting the ejector assembly and a sensor assembly mounted on the carriage at the sensor port.

Abstract: The subject technology uses a bootstrapping approach to train language models (LMs) to explain outcomes determined by neural networks, ensemble models, reinforcement learning models, LMs, and other black box machine learning models. The bootstrapping approach may train multiple iterations of a tuned LM using training data determined from progressively complex machine learning models and progressively detailed natural language explanations. The model explanations determined by the tuned LM may be displayed in a user interface (UI) included in a publishing system to provide users more context about and a greater understanding of the decision making process used by the black box machine learning models to determine outcomes.

Abstract: The subject technology uses an agent architecture for language models and large language models (LMs) to complete a variety of different tasks within software platforms. The agent LMs are trained to determine different action chains that may be used to generate responses to tasks requested by users. The action chains may include a sequence of multiple actions that each complete a portion of the requested task. The agent LMs may be trained to perform different types of action chains using training prompts that teach the agent LMs to use tools that enable the LMs to interact with different software resources. The agent architecture may coordinate multiple agent LMs to complete tasks that require multiple action chains to complete.

Abstract: In one aspect, a method for manufacturing a lattice structure for use as a propulsion catalyst includes: (a) providing a powder bed of one or more metal powder materials, (b) heating a portion of the powder bed to a temperature sufficient to melt the one or more metal powder materials, (c) forming a layer of the lattice structure, wherein the layer is formed by melting the one or more metal powder materials in a predefined pattern, (d) constructing the lattice structure, wherein the lattice structure is constructed by repeating steps (a)-(c) for each of a plurality of layers of the lattice structure until the lattice structure is constructed, and (e) removing excess materials from the constructed lattice structure.

Abstract: The subject technology optimizes media requests to improve the efficiency and reduce the costs of online media campaigns. The request optimization system may implement one or more ensemble learning techniques that leverage multiple machine learning systems trained on different datasets. The request optimization system may use the ensemble learning techniques to generate optimized media requests that account for one or more campaign goals and minimize price inefficiencies incurred while purchasing placements in online media exchanges. In various embodiments, dynamic data including real time exchange and impression data may be collected and used to retrain one or more machine learning systems. Retaining the machine learning systems on dynamic data may improve the performance of optimized media requests determined by the retrained systems.

Abstract: The subject technology detects anomalies in media campaign configuration settings. The anomaly detection system may leverage one or more deep learning models to detect anomalies and identify particular configuration settings that contribute to the detected anomalies. In various embodiments, two or more of the deep learning models may be combined into an ensemble model that boosts the accuracy of anomaly predictions made by the anomaly detection system. The anomaly detection system may review the configuration settings of media campaigns during the configuration process and before the media campaigns run on a publication system in order to reduce the amount of unsuccessful campaigns and minimize the amount of wasted resources spent on running campaigns that have a low likelihood of achieving user defined goals.

Abstract: A food delivery system includes a food delivery container and a cell phone programmed to monitor for unauthorized access to food content provided in the food delivery container, once secured. The food delivery container has an internal volume, an opening, a cover to cover the opening to prevent access, and uncover the opening to allow access, a device for securing the cover and a sensing device for detecting whether the cover, after being positioned to cover the opening, is (still) secured over the opening, in reliance upon a state of the device for securing. The device for securing first implements a pairing or synchronizing operation with the cell phone. If the sensing device detects that the cover is not secured over the opening by the device for securing, after first being secured and armed thereon, the cell phone determines whether an authorized access has occurred.

Abstract: This document describes apparatuses that include integrated memory card ejector and sensor ports. A first described aspect of an apparatus includes a memory card connector, a housing, and a carriage. The memory card connector includes a receiver configured to receive a memory card and an ejector assembly configured to eject the memory card from the receiver. The housing includes a sidewall that includes a memory card slot and an integrated port. The integrated port defines an outside opening of the housing. The carriage includes a slide portion slidably positioned in the integrated port and is accessible through the outside opening of the housing. The carriage includes a carriage body having an outer port, a sensor port, and an acoustic chamber defined within the carriage body. The carriage includes an ejector connector configured for contacting the ejector assembly and a sensor assembly mounted on the carriage at the sensor port.

Abstract: In one aspect, a method for manufacturing a lattice structure for use as a propulsion catalyst includes: (a) providing a powder bed of one or more metal powder materials, (b) heating a portion of the powder bed to a temperature sufficient to melt the one or more metal powder materials, (c) forming a layer of the lattice structure, wherein the layer is formed by melting the one or more metal powder materials in a predefined pattern, (d) constructing the lattice structure, wherein the lattice structure is constructed by repeating steps (a)-(c) for each of a plurality of layers of the lattice structure until the lattice structure is constructed, and (e) removing excess materials from the constructed lattice structure.

Abstract: The subject technology identifies a series of journey event types in an online user journey, the event types including an impression event, an email event, a click event, and a website visit, and assigns an encoder to each event type. Using an assigned encoder, the technology encodes each event type to generate an encoded vector for each event type. The encoded vector is representative of at least a portion of the online user journey relating to that event type. The technology generates an encoded vector for each event type to create a set of encoded vectors, the set of encoded vectors including one or more of an impression event encoded vector, an email event encoded vector, a click event encoded vector, and a website visit encoded vector. The technology aggregates the set of encoded vectors to generate an output of the online user journey encoder, the output including a composite encoded user journey vector for training one or more attention layers to make a prediction.

Abstract: A food delivery system includes a food delivery container and a cell phone programmed to monitor for unauthorized access to food content provided in the food delivery container, once secured. The food delivery container has an internal volume, an opening, a cover to cover the opening to prevent access, and uncover the opening to allow access, a device for securing the cover and a sensing device for detecting whether the cover, after being positioned to cover the opening, is (still) secured over the opening, in reliance upon a state of the device for securing. The device for securing first implements a pairing or synchronizing operation with the cell phone. If the sensing device detects that the cover is not secured over the opening by the device for securing, after first being secured and armed thereon, the cell phone determines whether an authorized access has occurred.

Abstract: The present disclosure relates to systems and methods for experiential marketing, and more particularly, to experiential marketing that customizes experiences and events based on the specific preferences of selected consumers, comprising registering one or more consumers with an experiential marketing platform; collecting data of the one or more consumers identifying a targeted subset of the one or more consumers based on the data; identifying one or more preferred experiences of the targeted subset; and hosting an experiential marketing event relating to the one or more preferred experiences for the targeted subset.

Abstract: A baby blanket comprising a first layer of material having a first side and a second side, the first side having a first designed border, the second side having a second designed border, the first and second sides sharing a first perimeter surface; a second layer of material having a third side and a fourth side, the third side having a third designed border, the fourth side having a fourth designed border, the third and second sides sharing a second perimeter surface; the first layer of material stitched to the second layer of material at the first and second perimeter surfaces, the stitching located around the complete first and second perimeter surfaces except at a location on the top side of the first and second perimeter surfaces creating an opening extending a first length.

Abstract: Provided are compositions and methods useful for modulation of signaling through the Toll-like receptors TLR7 and/or TLR8. The compositions and methods have use in treating or preventing disease, including cancer, autoimmune disease, infectious disease, inflammatory disorder, graft rejection, and graft-verses-host disease.

Abstract: Provided are compositions and methods useful for modulation of signaling through the Toll-like receptors TLR7 and/or TLR8. The compositions and methods have use in treating or preventing disease, including cancer, autoimmune disease, infectious disease, inflammatory disorder, graft rejection, and graft-verses-host disease.

Abstract: Provided are compositions and methods useful for modulation of signaling through the Toll-like receptors TLR7 and/or TLR8. The compositions and methods have use in treating or preventing disease, including cancer, autoimmune disease, fibrotic disease, cardiovascular disease, infectious disease, inflammatory disorder, graft rejection, or graft-versus-host disease.

Abstract: Provided are compositions and methods useful for modulation signaling through the Toll-like receptor TLR8. The compositions and methods have use in the treatment of autoimmunity, inflammation allergy, asthma, graft rejection, graft versus host disease, infection, sepsis, cancer and immunodeficiency.

Abstract: Provided are compositions and methods useful for modulation of signaling through the Toll-like receptors TLR7 and/or TLR8. The compositions and methods have use in treating or preventing disease, including cancer, autoimmune disease, infectious disease, inflammatory disorder, graft rejection, and graft-verses-host disease.

Abstract: Provided are compositions and methods useful for modulation of signaling through the Toll-like receptors TLR7 and/or TLR8. The compositions and methods have use in the treatment of autoimmunity, inflammation allergy, asthma, graft rejection, graft versus host disease, infection, sepsis, cancer and immunodeficiency.