Abstract: Prefetch circuitry may be configured to transmit a message to cancel a prefetch of one or more cache blocks of a group. The message may correspond to a prefetch message by indicating an address for the group and a bit field for the one or more cache blocks of the group to cancel. In some implementations, the message may target a higher level cache to cancel prefetching the one or more cache blocks, and the message may be transmitted to the higher level cache via a lower level cache. In some implementations, the message may target a higher level cache to cancel prefetching the one or more cache blocks, the message may be transmitted to a lower level cache via a first command bus, and the lower level cache may forward the message to the higher level cache via a second command bus.

Abstract: Methods and systems for providing a dynamic product presentation are disclosed. In one example, a method comprises providing, by a processor, a three-dimensional representation of a product in a virtual environment for display on a customer device; and responsive to the processor identifying a surface in a camera feed of the customer device having a dimensionality suitable for the product, generating, by the processor, an augmented media containing an augmented reality representation of a three-dimensional model for the product on the surface.

Abstract: The present disclosure relates to a laboratory execution system that provides for automation of laboratory processes. A centralized data management system may be dynamically updated and used to facilitate management of components of the laboratory execution system, such as an automation system and an analytics results management system that may facilitate complex analytical functions, such as synthesizing raw test data. Potential workflows include the detection of specific molecules of interest.

Abstract: The present disclosure relates to methods for detecting unique genetic signatures derived from markers such as, for example, mutations, somatic or germ-line, in nucleic acids obtained from biological samples. The sensitivity of the methods provides for detection of mutations associated with a disease, e.g., cancer mutations, or with inherited disease, e.g., an autosomal recessive disease, in a noninvasive manner at ultra-low proportions of sequences carrying mutations to sequences carrying normal, e.g., non-cancer sequences, or a reference sequence, e.g., a human reference genome.

Abstract: Cache circuitry may be configured to receive a first message to downgrade a permission associated with data stored in a current level cache. For example, the current level cache could be a level two (L2) cache. The cache circuitry could receive the first message from a processor core having a level one (L1) cache. The cache circuitry may forward the first message to a higher level cache. For example, the higher level cache could be a level three (L3) cache. The cache circuitry may downgrade the permission associated with data stored in the current level cache based on receiving a second message from the higher level cache. The cache circuitry may forward the first message before receiving the second message and downgrading the permission. The second message may cause downgrade of the permission in multiple caches (e.g., the L1, L2, and L3 caches).

Abstract: A method of determining an authenticity of a normal map is disclosed. An input candidate normal map is received. A reconstructed candidate normal map is generated based on a performance of a mathematical differentiation on an integration of the input candidate normal map. A reconstruction error is determined based on a comparison of the input candidate normal map to the reconstructed candidate normal map. An authenticity of the input candidate normal map is determined based on the reconstruction error being within a configurable threshold.

Abstract: Systems and methods are disclosed for concurrent support for multiple cache inclusivity schemes using low priority evict operations. For example, some methods may include, receiving a first eviction message having a lower priority than probe messages from a first inner cache; receiving a second eviction message having a higher priority than probe messages from a second inner cache; transmitting a third eviction message, determined based on the first eviction message, having the lower priority than probe messages to a circuitry that is closer to memory in a cache hierarchy; and, transmitting a fourth eviction message, determined based on the second eviction message, having the lower priority than probe messages to the circuitry that is closer to memory in the cache hierarchy.

Abstract: A computer system maintains low-rank adaptation (LoRA) models, where each LoRA model includes a set of weights configured to modify parameters of a large-language model (LLM) to cause the LLM to generate text having a corresponding property. The computer system presents a set of manipulable user-interface controls that allow configuration of properties of LLM-generated text. Output of the LLM is modified using LoRA models that are selected based on a state of the user-interface controls as manipulated. A preview is provided of LLM output corresponding to the current state of the user-interface controls during presentation and manipulation thereof. To provide this preview, the computer system iteratively provides a prompt to the LLM and outputs the output of the LLM responsive to that prompt for each iteration. For each iteration, the LLM output is modified using the LoRA models selected based on the current state of the user-interface controls as manipulated.

Abstract: A method executed by a computing device includes determining that a set of words are included in a word set. The method further includes determining a set of identigens for each word of the word set to produce sets of identigens, where a set of identigens of the sets of identigens represents one or more different meanings of a word of the word set. The method further includes interpreting, using identigen pairing rules, the sets of identigens to produce an entigen set. The method further includes assigning a single new entigen to represent the entigen set, where the single new entigen represents a most likely meaning interpretation of the word set.

Abstract: Methods and systems for object detection and tracking in video that use at least two different AI-assisted object detection algorithms. A first AI-assisted object detection algorithm selected to be used to detect an object in a video frame and determine a mask defining location of the object on the basis that the video frame is a keyframe. A second AI-assisted object detection algorithm may be used to track location of the mask in temporally subsequent frames until the next keyframe is detected.

Abstract: Compositions for treating ocular disease are disclosed herein. In some embodiments, the composition comprises a dynamic hydrogel comprising a polymer and a plurality of nanoparticles, wherein the polymer is non-covalently crosslinked with the plurality of nanoparticles. The dynamic hydrogel can also comprise an ocular therapeutic encapsulated by the dynamic hydrogel.

Abstract: An agent may be configured to invoke a first eviction operation that is interruptible by probe operations when receiving a first type of eviction message and invoke a second eviction operation in which probe operations are interruptible by the second eviction operation when receiving a second type of eviction message. In some implementations, the agent may maintain a data storage that is inclusive of at least one of unique or dirty cache blocks in a cache maintained by an agent that transmits the second type of eviction message. In some implementations, the agent may prevent a cache block from transitioning from a modified state to an exclusive state when the agent invokes the second eviction operation to evict the cache block. In some implementations, the agent may convert from the second eviction operation to the first eviction operation when receiving the second type of eviction message.

Abstract: Embodiments are directed to generating service offerings based on associated content and historical data. Content from a content panel may be provided. Subjects associated with the content may be determined based on information included in the content. A service category associated with the subjects may be determined based on services provided by a healthcare organization. An offering model may be employed to generate an offering panel based on the service category. The offering model may be evaluated based on monitoring interactions between users and the offering panel. Results of the evaluation may be employed to perform further actions including: designating the offering model for retraining based on the performance metrics; retraining the designated offering model; employing the retrained offering model to generate other offering panels for display to the users; or the like.

Abstract: The present disclosure relates to a laboratory execution system that provides for automation of laboratory processes. A centralized data management system may be dynamically updated and used to facilitate management of components of the laboratory execution system, such as an automation system and an analytics results management system that may facilitate complex analytical functions, such as synthesizing raw test data. Potential workflows include the detection of specific molecules of interest.

Abstract: A computer-implemented method is disclosed. The method includes: receiving an indication of a first point on a three-dimensional (3D) model; determining a second point in a texture map of the 3D model that corresponds to the first point; performing segmentation of the texture map for identifying portions of the texture map that are related to the second point; and outputting a 3D representation of the identified related portions of the texture map.

Abstract: Methods and systems for providing a dynamic product presentation are disclosed. In one example, a method comprises providing, by a processor, a three-dimensional representation of a product in a virtual environment for display on a customer device; and responsive to the processor identifying a surface in a camera feed of the customer device having a dimensionality suitable for the product, generating, by the processor, an augmented media containing an augmented reality representation of a three-dimensional model for the product on the surface.

Abstract: A food processing apparatus includes a body. The food processing apparatus includes a first connection interface disposed on the body and configured to selectively receive a mixing tool. The food processing apparatus includes a drive unit disposed in the body and configured to rotate the mixing tool via the first connection interface. The food processing apparatus includes a second connection interface disposed on the body and configured to selectively receive an attachment having an electrical component. The second connection interface includes an electrical interface. The food processing apparatus includes a power circuit configured to supply electrical power to the electrical component via the electrical interface.

Abstract: The present disclosure relates to a laboratory execution system that provides for automation of laboratory processes. A centralized data management system may be dynamically updated and used to facilitate management of components of the laboratory execution system, such as an automation system and an analytics results management system that may facilitate complex analytical functions, such as synthesizing raw test data. Potential workflows include the detection of specific molecules of interest.

Abstract: The present disclosure relates to a laboratory execution system that provides for automation of laboratory processes. A centralized data management system may be dynamically updated and used to facilitate management of components of the laboratory execution system, such as an automation system and an analytics results management system that may facilitate complex analytical functions, such as synthesizing raw test data. Potential workflows include the detection of specific molecules of interest.

Abstract: The present disclosure relates to a laboratory execution system that provides for automation of laboratory processes. A centralized data management system may be dynamically updated and used to facilitate management of components of the laboratory execution system, such as an automation system and an analytics results management system that may facilitate complex analytical functions, such as synthesizing raw test data. Potential workflows include the detection of specific molecules of interest.