Abstract: It is provided an apparatus comprising interface circuitry, machine-readable instructions, and processing circuitry to execute the machine-readable instructions. The machine-readable instructions include instructions to receive data from a remote entity for handling by a computing system. The machine-readable instructions further include instructions to instantiate a first TEE and a second TEE. The machine-readable instructions further include instructions to generate log data corresponding to predefined activities of the computing system and to generate system record data of a system log of the computing system at predetermined times. The machine-readable instructions further include instructions to generate first audit data by the first TEE and second audit data by the second TEE. The machine-readable instructions further include instructions to transmit the first and the second audit data to a detection system for data aggregation and anomaly detection.

Abstract: Provided is a computer-readable medium including computer-readable instructions. When the instructions are executed by a computer, the computer may implement a method. According to this method, a first group of distance-related information associated with a first proximity detection device and a user over a period of time is obtained. Furthermore, based on the first group of distance-related information, first proximity information indicating whether the first proximity detection device is proximate to the user is determined. Moreover, the first proximity information is used for authentication.

Abstract: Systems, apparatuses and methods may provide for technology that identifies a first keyword and a second keyword in a plurality of keywords, determines that a first relevance associated with the first keyword is greater than a second relevance associated with the second keyword, vectorizes the first keyword to a first level of precision, vectorizes the second keyword to a second level of precision, wherein the first level of precision is greater than the second level of precision, and stores the vectorized first keyword and the vectorized second keyword to a retrieval-augmented generation (RAG) vector database.

Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed to manage and securely store platform service records. An apparatus for monitoring a compute device, the apparatus comprising interface circuitry, non-volatile flash memory, machine readable instructions, and programmable circuitry to at least one of instantiate or execute the machine readable instructions to analyze telemetry data obtained via a sensor of the compute device, the analyzing of the telemetry data to detect an undesired event, and storing, in response to detection of the undesired event, the telemetry data in a ledger, wherein the ledger is digitally signed to prevent unauthorized modification and stored in the non-volatile flash memory.

Abstract: Provided is a computer-readable medium including computer-readable instructions. When the instructions are executed by a computer, the computer may implement a method. According to this method, contextual information of a plurality of users in a conversation is generated based on messages from the plurality of users over a period of time. Then the contextual information of the plurality of users is sent to a first artificial intelligence (AI) language model as input for training the AI language model and a request is sent to the first AI language model, wherein the request requires a response associated with the contextual information.

Abstract: Provided is a method for detecting an Artificial Intelligence (AI) agent of an application in a network. In this method, the varieties of a plurality of outputs of the application may be determined, where the outputs are respectively corresponding to a plurality of identical inputs provided to the application. Furthermore, the method may detect, based on the varieties of the plurality of outputs, the AI agent of the application, wherein the AI agent comprises an AI model providing AI-based resource information to the application to generate the plurality of outputs.

Abstract: Sorbents are disclosed which exhibit less inherent leaching of arsenic and antimony than what is achieved by conventional sorbents. The inventive sorbents are formed by a process which includes the steps of contacting the porous sorbent particulate with a solution of a metal oxide or metal hydroxide, or a metal oxide or metal hydroxide precursor, and depositing metal oxides and hydroxides within the pores of the porous sorbent particulate. Purification of water is also described.

Abstract: Sorbents are disclosed which exhibit less inherent leaching of arsenic and antimony than what is achieved by conventional sorbents. The inventive sorbents are formed by a process which includes the steps of contacting the porous sorbent particulate with a solution of a metal oxide or metal hydroxide, or a metal oxide or metal hydroxide precursor, and depositing metal oxides and hydroxides within the pores of the porous sorbent particulate. Purification of water is also described.

Abstract: A system for privacy-enhanced sensor data exchange, including: a communication interface operable to receive sensor data related to surroundings of a sensor associated with an ego device; processor circuitry operable to: evaluate the sensor data for a privacy-sensitive attribute of the sensor data, wherein the sensor data is under privacy control of the ego device; filter the sensor data by decreasing a precision of a portion of the sensor data related to the privacy-sensitive attribute; and generate data packets based on the sensor data, formatted to enable discovery by an interested entity device.

Abstract: Examples relate to an apparatus, device, method and computer program for generating code. The apparatus is to obtain information on an existing application architecture of a modular application, the information on the existing application architecture comprising, for components of the existing architecture, a formal description of the functionality and usage of the component of the existing architecture, obtain a prompt of a user for generating code for implementing an additional component for the modular application, the prompt comprising a textual description of a desired functionality of the additional component, provide the information on the existing application architecture and the prompt as input for a Large Language Model (LLM), obtain an output of the LLM, the output comprising a portion of the code for implementing the additional component, and provide the code for implementing the additional component based on the output of the LLM.

Abstract: It is provided an apparatus comprising interface circuitry, machine-readable instructions, and processing circuitry to execute the machine-readable instructions. The machine-readable instructions comprise instructions to obtain a first hash value of a first data record which is part of a first sequence of chained data records. The machine-readable instructions comprise instructions to obtain a second hash value of a second data record which is part of a second sequence of chained data records. The machine-readable instructions comprise instructions to generate a new data record comprising a hash value which is based on the first hash value of the first sequence of chained data records and on the second hash value of the second sequence of chained data records. The machine-readable instructions comprise instructions to add the new data record to the first sequence. The new data record following the first data record in the first sequence.

Abstract: Autonomous vehicles are an exciting prospect to the future of driving. However, concerns about the decision-making made by the AI controlling a vehicle has been of concern, particularly in light of high-profile accidents. We can alleviate some concern, introduce better decisions, and also train an AI to make better decisions by introducing a remote viewer's, e.g., a human's, reaction to a possibly complex environment surrounding a vehicle that includes a potential threat to the vehicle. One or more remote viewer may provide a recommended response to the threat that may be incorporated in whole or in part in how the vehicle reacts. Various ways to engage and utilize remote viewers are proposed to improve the likelihood of receiving useful recommendations, including modifying how the environment is presented to a remote viewer to best suit the remote viewer, e.g., perhaps present the threat in a game.

Abstract: Autonomous vehicles are an exciting prospect to the future of driving. However, concerns about the decision-making made by the Al controlling a vehicle has been of concern, particularly in light of high-profile accidents. We can alleviate some concern, introduce better decisions, and also train an Al to make better decisions by introducing a remote viewer’s, e.g., a human’s, reaction to a possibly complex environment surrounding a vehicle that includes a potential threat to the vehicle. One or more remote viewer may provide a recommended response to the threat that may be incorporated in whole or in part in how the vehicle reacts. Various ways to engage and utilize remote viewers are proposed to improve the likelihood of receiving useful recommendations, including modifying how the environment is presented to a remote viewer to best suit the remote viewer, e.g., perhaps present the threat in a game.

Abstract: Techniques for autonomous animal movement are described. In some examples, animal tracking and movement software is used to provide input from a physical stimulus to direct movement of the animal coupled to an apparatus along a multi-turn route using physical output of the physical stimulus device based at least in part on a location of the animal with respect to a destination grazing area.

Abstract: Visually distinguishable robots and methods to manufacture the same are disclosed. An example kit for constructing a robot includes a first component for a framework of the robot, a second component for the framework, and a connector to secure the first and second components in a spatial relationship of a plurality of possible spatial relationships. The spatial relationship is to cause the robot to have a humanly perceptible identity.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to control transactional data. An example apparatus disclosed herein includes memory, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to populate encrypted input data into a first portion of a data structure, populate an encryption key into a second portion of the data structure, cause the first portion of the data structure to be signed with (a) credentials corresponding to an owner of the encrypted data and (b) credentials corresponding to a transaction host, and store the data structure in a ledger.

Abstract: Autonomous vehicles are an exciting prospect to the future of driving. However, concerns about the decision-making made by the AI controlling a vehicle has been of concern, particularly in light of high-profile accidents. We can alleviate some concern, introduce better decisions, and also train an AI to make better decisions by introducing a remote viewer's, e.g., a human's, reaction to a possibly complex environment surrounding a vehicle that includes a potential threat to the vehicle. One or more remote viewer may provide a recommended response to the threat that may be incorporated in whole or in part in how the vehicle reacts. Various ways to engage and utilize remote viewers are proposed to improve the likelihood of receiving useful recommendations, including modifying how the environment is presented to a remote viewer to best suit the remote viewer, e.g., perhaps present the threat in a game.

Abstract: The disclosure generally relates to autonomous or semi-autonomous driving vehicles. An exemplary embodiment of the disclosure relates to a system to provide one or more threat vectors to a cluster of vehicles. An exemplary vehicle detection system includes a communication module configured to receive a first threat vector from a first vehicle in a cluster of vehicles. The first threat vector may include a plurality of primary attributes associated with a moving object. The vehicle detection system may also include a detector module configured to detect the moving object and to provide one or more secondary attributes associated with the moving object; and a controller to construct a second threat vector as a function of one or more of the first threat vector, the primary attributes and the secondary attributes associated with the moving object.

Abstract: An electrical system may include a processing circuit and one or more electrical components that emit thermal heat energy. The processing circuit may be configured to identify signal degradation or failure of an in-band communication channel between the electrical system and a second electrical system, identify a data message to transmit to the additional electrical system via an out-of-band communication channel, and direct the one or more electrical components to adjust an electrical workload to modulate and transmit the data message on the out-of-band communication channel as a recoverable sequence of thermal pulses.

Abstract: An aircraft has a ducted thruster. The ducted thruster includes a duct having an inner wall, a stator hub disposed within the duct, a first stator extending along a first longitudinal axis between the inner wall and the stator hub, and a second stator. The second stator extends along a second longitudinal axis between the inner wall and the stator hub. The second longitudinal axis is either (1) substantially perpendicular to the first longitudinal axis or (2) substantially parallel to the first longitudinal axis and offset from the first longitudinal axis.