Abstract: Methods, systems, and devices for processing prompts by an array of large language models (LLMs). The system may provide the prompt to multiple LLMs. The multiple LLMs are trained on different datasets and have different knowledge and capabilities. The system receives multiple responses from the multiple LLMs, determines a rank for each of the multiple responses, the rank indicating a level of confidence of the corresponding response representing a ground truth, compares the ranks of the multiple responses, and selects the response having the best rank as the most probable ground truth response.

Abstract: Methods, systems, and devices for tuning a set of simulation parameters associated with a design verification environment are described that include: simulating a circuit design according to a set of simulation runs; providing, to a machine learning network, an indication of functional coverage results associated with simulating the circuit design according to the set of simulation runs; receiving an output in response to the machine learning network processing the functional coverage results; and simulating the circuit design based on a recommended set of simulation parameters. The output includes: an indication of a near miss event associated with the functional coverage results; and the recommended set of simulation parameters. Simulating the circuit design based on the recommended set of simulation parameters includes generating a set of component signals associated with triggering the near miss event.

Abstract: Methods, systems, and devices for tuning a set of simulation parameters associated with a design verification environment are described that include: simulating a circuit design according to a set of simulation parameters; providing, to a machine learning network, an indication of functional coverage results associated with simulating the circuit design according to the set of simulation parameters; receiving an output in response to the machine learning network processing the functional coverage results; and simulating the circuit design based on a recommended set of simulation parameters, wherein simulating the circuit design based on the recommended set of simulation parameters includes generating a set of component signals associated with satisfying a target functional coverage statement. In some aspects, the output includes: the target functional coverage statement associated with the circuit design; and the recommended set of the simulation parameters.

Abstract: Methods, systems, and devices for generating optimal knob settings for ventilators using machine learning techniques are described. A system may collect a set of data associated with a target subject. The system may select a protocol based on the set of data, the protocol including settings associated with delivering therapy to the target subject via a device. The system may perform a control measure in response to selecting the protocol. Performing the control measure includes delivering the therapy to the target subject, via the device, based on the protocol. The set of data may include physiological information associated with the target subject or demographics information associated with the target subject.

Abstract: A method and system for a first user to provide a future notification (referred to as a deferred notification) on second user's mobile device based on the second user's location are disclosed.

Abstract: A method and system for a first user to provide a future notification (referred to as a deferred notification) on second user's mobile device based on the second user's location are disclosed.

Abstract: A method and system for a first user to provide a future notification (referred to as a deferred notification) on second user's mobile device based on the second user's location are disclosed.

Abstract: A method and system for a first user to provide a future notification (referred to as a deferred notification) on second user's mobile device based on the second user's location are disclosed.

Abstract: A method and system for a first user to provide a future notification (referred to as a deferred notification) on second user's mobile device based on the second user's location are disclosed.

Abstract: A method and system for a first user to provide a future notification (referred to as a deferred notification) on second user's mobile device based on the second user's location are disclosed.

Abstract: A method and system for a first user to provide a future notification (referred to as a deferred notification) on second user's mobile device based on the second user's location are disclosed.

Abstract: A hierarchal block for an integrated circuit includes a plurality of sequential registers, a plurality of clock cluster buffers, and a plurality of clock pins. The sequential registers are grouped into a plurality of clusters. Each of the clock cluster buffers is associated with a respective one of the clusters such that a clock net connection can be made to a clock gate input of each of the registers in the respective one of the clusters. Each of the clock pins is associated with a respective one of said clock cluster buffers such that a clock net connection can be made between each clock pin and the respective one of the clock cluster buffers.