Abstract: The present document describes devices and methods for rendering multiple live-streams on a user interface (UI) with minimal resources. The UI is activated, having a first set of remote sensors loaded for rendering. The first set of remote sensors receive a first activation signal and begin streaming first data, which the UI renders. Respondent to an action changing the set of remote sensors to be rendered on the UI, a second set of remote sensors are loaded for rendering. The second set of remote sensors receive a second activation signal and begin streaming second data, which the UI renders while the first set of remote sensors continue streaming the first data. The first data is no longer streamed after a threshold time is reached.

Abstract: A method includes: maintaining a plurality of sets of energizing parameters for use in energizing radio frequency (RF) tags; obtaining operational data corresponding to a mobile computing device; selecting, based on the operational data, one of the sets of energizing parameters; controlling a wireless communications interface of the mobile computing device to transmit an energizing signal according to the selected set of energizing parameters, the energizing signal including at least one datagram structured according to a wireless networking standard.

Abstract: The present invention provides a method for quantifying an individual's Social Fame (SF) in social media and a system thereof. The method includes the following steps: collecting social media data of the individual from various social media platforms; assigning a weight parameter to each social media platform from which the social media data is collected; identifying whether a post or a response contained in the collected social media data is positive or negative by sentiment analysis performed by a generative AI model; and calculating the individual's SF score based on the collected social media data, the weight parameter of each social media platform, and the sentiment analysis results.

Abstract: The present invention provides a method for providing individualized and interactive remote education and a system thereof. The method includes the steps of: storing educational materials and links to remote databases and/or library resources; providing educational materials to the educational material database and updating the educational materials stored in the educational material database; maintaining a user profile for each user; generating an individualized learning program for each user based on the user profile; and autonomously producing content to the user and forwarding user feedback via a generative artificial intelligence (AI) module.

Abstract: The present invention provides a method for generating a personalized summary of content and a system thereof. The method includes the steps of: storing a user profile of a user and/or a user-annotated content; retrieving multimodal contents from various online sources based on the user profile; storing the user-annotated content obtained from the user subsystem, and the multimodal contents obtained from the data retrieval module; selecting pertinent material from the multimodal contents and/or the user-annotated content; and autonomously generating a personalized content summary based on the selected pertinent material by a generative artificial intelligence (AI) module.

Abstract: The present invention provides a method for optimizing cooling resources in a data center based on workload prediction and a system thereof. The method includes the steps of: continuously collecting data in real-time from a plurality of sensors distributed across various sections of the data center; predicting future workload demands and corresponding cooling requirements over time and space in each section of the data center using historical and real-time collected data; determining whether to allocate the predicted workload demand to a section that meets the corresponding cooling requirements or to adjust the cooling resources to achieve the required cooling levels, whichever results in more optimized energy usage; and dynamically adjusting the cooling resources in each section of the data center based on real-time and predicted workload demands over time to minimize energy consumption and operational costs, thereby ensuring optimal cooling without over-provisioning.

Abstract: The present invention provides a system and method for optimizing content to improve search results of a natural language interaction application such as ChatGPT. The method includes processing user data using natural language techniques to identify user intent, sentiment, and other relevant information. The system generates a dynamic response tailored to the specific user and context based on the user's intent, personal profile, and contextual information. The present invention provides a unique approach to optimize content for ChatGPT-based search engines, leading to higher search rankings and increased user engagement. The system also includes local engines that interact with ChatGPT to ensure the accuracy of their classification functions, such as sentiment analysis and tone detection, and machine learning algorithms to improve the system's performance continuously.

Abstract: A method in a computing device includes: monitoring, via a communications interface of the computing device, wireless data elements including application data corresponding to a communications application, and non-application data; automatically generating labels based on the application data of the wireless data elements, the labels indicating performance impacts observable in the communications application; selecting a portion of the wireless data elements corresponding to the non-application data; extracting, from each wireless data element of the non-application data, a set of feature values; generating a plurality of samples from the non-application data, each sample including (i) a number of the sets of feature values based on a sample size, and (ii) one of the automatically generated labels; training a classifier based on the plurality of samples, the classifier configured to receive further non-application data and generate a predicted impact indicator selected from the labels; and deploying the class

Abstract: The present invention is generally directed to a colorectal (CRC) cell atlas that provides methods of predicting outcomes of cancer patients and therapeutic targets for treating patients in need thereof. The atlas may be used to predict a response to immunotherapy, in particular checkpoint blockade therapy and adoptive cell transfer. Disclosed herein are previously unidentified gene programs in tumors that can be used to predict response and provide for therapeutic targets that can be used to shift a tumor to a responsive phenotype.

Abstract: In some implementations, a device may receive via a form, a set of requirements associated with generation of program code. The device may generate a program code generation item based on the set of requirements. The device may store, via a first system, the program code generation item. The device may generate program code for the program code generation item based on the set of requirements. The device may receive information identifying a new requirement for the program code generation item. The device may obtain an approval of the new requirement. The device may generate updated program code for the program code generation item based on the new requirement and based on obtaining the approval. The device may store the updated program code in the first system in connection with the program code generation item.

Abstract: The present invention relates to a system, device, and method for the high throughput multiplexed detection of a wide number of compounds. The invention comprises of a microwell array coupled to a capture agent array to form a plurality of interfaces between a microwell and a set of immobilized capture agents. The set of capture agents comprises a plurality of distinguishable features, with each feature corresponding to the detection of a particular compound of interest. In certain embodiments, each microwell is configured to contain a single cell. The invention is therefore capable of performing a high throughput analysis of single cell profiles, including profiles of secreted compounds.

Abstract: The present document describes devices and methods for rendering multiple live-streams on a user interface (UI) with minimal resources. The UI is activated, having a first set of remote sensors loaded for rendering. The first set of remote sensors receive a first activation signal and begin streaming first data, which the UI renders. Respondent to an action changing the set of remote sensors to be rendered on the UI, a second set of remote sensors are loaded for rendering. The second set of remote sensors receive a second activation signal and begin streaming second data, which the UI renders while the first set of remote sensors continue streaming the first data. The first data is no longer streamed after a threshold time is reached.

Abstract: A method in a computing device includes: monitoring, via a communications interface of the computing device, wireless data elements including application data corresponding to a communications application, and non-application data; automatically generating labels based on the application data of the wireless data elements, the labels indicating performance impacts observable in the communications application; selecting a portion of the wireless data elements corresponding to the non-application data; extracting, from each wireless data element of the non-application data, a set of feature values; generating a plurality of samples from the non-application data, each sample including (i) a number of the sets of feature values based on a sample size, and (ii) one of the automatically generated labels; training a classifier based on the plurality of samples, the classifier configured to receive further non-application data and generate a predicted impact indicator selected from the labels; and deploying the class

Abstract: The present invention provides a system and method for optimizing content to improve search results of a natural language interaction application such as ChatGPT. The method includes processing user data using natural language techniques to identify user intent, sentiment, and other relevant information. The system generates a dynamic response tailored to the specific user and context based on the user's intent, personal profile, and contextual information. The present invention provides a unique approach to optimize content for ChatGPT-based search engines, leading to higher search rankings and increased user engagement. The system also includes local engines that interact with ChatGPT to ensure the accuracy of their classification functions, such as sentiment analysis and tone detection, and machine learning algorithms to improve the system's performance continuously.

Abstract: The present invention relates to a system, device, and method for the high throughput multiplexed detection of a wide number of compounds. The invention comprises of a microwell array coupled to a capture agent array to form a plurality of interfaces between a microwell and a set of immobilized capture agents. The set of capture agents comprises a plurality of distinguishable features, with each feature corresponding to the detection of a particular compound of interest. In certain embodiments, each microwell is configured to contain a single cell. The invention is therefore capable of performing a high throughput analysis of single cell profiles, including profiles of secreted compounds.

Abstract: A computing device comprising: a wireless communications interface configured to connect to a network deployed by a plurality of access points; a controller for the wireless communications interface, the controller configured to: initiate an access point scan to identify nearby access points; during the access point scan: obtain a neighbor report, the neighbor report defining a subset of the plurality of access points and an operating channel for each access point in the subset; select a channel to scan and identify an expected access point operating on the selected channel based on the neighbor report; initiate a channel scan to detect the expected access point on the selected channel; and in response to detecting the expected access point, end the channel scan prior to expiry of a default scan time; and connect to a target access point selected based on the access point scan.

Abstract: Systems and method for wireless roaming include operating, via a wireless communication device, a first communication link between the wireless communication device and a first access point using a first media access control (MAC) layer of the wireless communication device; initiating, using a second MAC layer of the wireless communication device, a roaming handover with a second access point while the first communication link remains configured for transmitting and receiving application and/or IP layer communication packets; ceasing transmission and reception of the application and/or IP layer communication packets via the first communication link after the roaming handover has been initiated; and resuming transmission and reception of the application and/or IP layer communication packets with a second communication link between the wireless communication device and the second access point upon completion of the roaming handover.

Abstract: A method includes: establishing a connection with a wireless network; performing a roam scan to detect a plurality of access points of the wireless network; determining that a first access point of the plurality of detected access points satisfies a signal strength criterion; determining that a second access point of the plurality of detected access points is physically co-located with the first access point; and selecting a roaming destination from the first access point and the second access point.

Abstract: Genetic circuits that control transgene expression in response to pre-defined transcriptional cues would enable the development of smart therapeutics. The present disclosure relates to engineered programmable single-transcript RNA sensors in which adenosine deaminases acting on RNA (ADARs) autocatalytically convert trigger hybridization into a translational output. This system amplifies the signal from editing by endogenous ADAR through a positive feedback loop. Amplification is mediated by the expression of a hyperactive, minimal ADAR variant and its recruitment to the edit site via an orthogonal RNA targeting mechanism. This topology confers high dynamic range, low background, minimal off-target effects, and a small genetic footprint. The circuits and systems disclosed herein leverage an ability to detect single nucleotide polymorphisms and modulate translation in response to endogenous transcript levels in mammalian cells.

Abstract: A computing device includes: a wireless communication interface; and a processor configured to: establish a connection with a wireless network; while a network-layer status of the connection is active, monitor attributes of the connection at the wireless communication interface, the attributes including (i) a number of uplink packets transmitted since a most recent downlink packet was received, and (ii) a time period elapsed since the most recent downlink packet was received; determine that the attributes meet recovery criteria indicative of a network-layer interruption in the wireless network; in response to the determination, control the wireless communication interface to initiate a recovery action to resolve the network-layer interruption.