Abstract: Reducing utilization of computational resources associated with providing predictions of resolutions to unknown computational errors via context-based historically derived resolutions to known errors may be facilitated. In some embodiments, update-information associated with an automation pipeline feature indicating an error may be received by a system. Based on the update-information, the system determines a context associated with the automation pipeline feature. The system may then determine that the error is associated with an update to a third-party software-development platform. The system may receive a set of messages from the third-party software-development platform indicating source code file-related information. The system may provide the context and the set of messages indicating source code file-related information to a machine learning model to generate a prediction indicating a resolution to the error.

Abstract: A collector ring assembly can capture particles from a centrifugal solar receiver and reduce a speed of the particles. The collector ring assembly can include a collector ring and a stationary shroud. The collector ring can include a plurality of collection members disposed circumferentially around the collector ring. Each collection member can be formed as a shovel. Each shovel can include a front wall, a bottom wall, a rear wall, an angled shield, a lateral lip, and a top wall. The front wall, the bottom wall, and the rear wall of each shovel can form a trough for collecting the particles. The stationary shroud can be disposed around the collector ring. The stationary shroud can receive and funnel particles exiting from the collector ring.

Abstract: An indoor location is mapped into a grid comprising grid cells, each cell associated with items or objects detected as being present in the corresponding cell. The grid, grid cells, and linked items and/or objects are generated and updated using an Augmented Reality (AR) algorithm that maps a physical environment into cells and measures distances and directions within the environment relative to each cell. Walking paths (routes) to the items within the indoor location are generated using the grid information. As a user walks a path, the user's position within the indoor location is mapped and tracked to the cells and the path revised based on the user's actual position. A user device provides video via an AR application to track the user's position; a rendering of the position and path are superimposed within the video being viewed by the user on the user-operated device.

Abstract: Techniques for predicting an answer to a question using a machine learning model are described. In some examples, the model predicts one or more answers to the question by: predicting at least two answers to the question using a first component of the question-answer model from a set of passages, generating, using a second component of the question-answer model, at least one question for each of the predicted at least two answers, and performing roundtrip predictions until each generated question only has one answer.

Abstract: In a capsule containing a substance constituted by a mass of loose, solid particles, for the preparation of a potable beverage by extracting and/or dissolving the substance by means of supplying a fluid under pressure into the capsule, a screen, permeable to water and impermeable to a predominant portion of particles of the substance is positioned between the substance and the bottom. The screen is attached to the capsule body in such a manner that the screen releases from the capsule body during brewing. A beverage brewing system comprising such a capsule and a method of use of such a capsule are described as well.

Abstract: Secure sharing of a document on a co-browse session is implemented by causing a JavaScript implemented document viewer to create HTML5 description of a rendered view of a document's content, and transmitting the HTML5 description of the rendered view of the document content as a DOM elements on the co-browse session. The rendered view of the document is overlayed on the web page being co-browsed, which enables the participants to the co-browse session to collaboratively view the rendered view of the document. However, since the document itself only resides in the visitor's browser, the document itself is not transmitted on the co-browse session. Media URLs can also be shared, and the participants' views of the audio/video media is synchronized by causing the video to play locally at each participant but synchronized with the visitor. Live video of the participants to the co-browse session is also implemented.

Abstract: The present invention concerns a method and apparatus for the modulation of an acoustic field for providing tactile sensations. A method of creating haptic feedback using ultrasound is provided. The method comprises the steps of generating a plurality of ultrasound waves with a common focal point using a phased array of ultrasound transducers, the common focal point being a haptic feedback point, and modulating the generation of the ultrasound waves using a waveform selected to produce little or no audible sound at the haptic feedback point.

Abstract: An archery mounting assembly and method are disclosed herein. The archery mounting assembly, in an embodiment, includes a mount device having first and second portions that are moveable relative to one another. The second portion is configured to be coupled to the rear surface of an archery device. The archery device can be an archery bow that is aimable toward a target, or the archery device can be an adapter attached to the archery bow. When the second portion is coupled to the rear surface and the archery bow is aimed toward the target, the rear surface faces in a rearward direction away from the target. The archery mounting assembly also includes an adjuster moveably coupled to the second portion, and the archery mounting assembly has an accessory support supported by the first portion.

Abstract: Evaluation data sets may be programmatically generated for code generation models. An evaluation data set is obtained that includes items that correspond to different evaluation tests for a code generation system. The individual items of the evaluation data set maybe converted, including the conversion of a function signature for the items, the test statements for the items and using a code generation system to generate the body of the function.

Abstract: An archery mounting assembly and method are disclosed herein. The archery mounting assembly, in an embodiment, includes a mount device having a mount portion configured to be engaged with a body of an archery weapon. The mount device also has a first interface that extends at least partially along an adjustment axis. The archery mounting assembly further includes an accessory support, which includes a support portion configured to support an archery accessory and a second interface configured to be movably coupled to the first interface of the mount device.

Abstract: Pre-fix matching may constrain the generation of next token predictions. Input text to perform a next token prediction may be received. Multiple tokens may be determined from the input text, including a partial token. From possible tokens, one or more matching possible tokens with the partial token may be identified. Next token predictions may then be filtered using the identified possible tokens in order to ensure that the partial token is matched.

Abstract: In a handrail including a carcass, a stretch inhibitor within the carcass, and a sliding layer bonded to the carcass, at least a portion of the carcass has a gas phase dispersed in a solid polymer matrix. The gas phase can reduce a density of the carcass by at least 5% or 10%, or about 15%, as compared to a density of the polymer matrix. The carcass can have a generally uniform distribution of gas bubbles in the polymer matrix, which can define a generally closed cell structure in the polymer matrix. The gas phase can be formed of particles of a syntactic foam dispersed in the polymer matrix. The handrail can further include a cover. The carcass and the cover can be formed of thermoplastic materials, and the cover can represent between 10 and 30% of the overall TPU required for the handrail.

Abstract: Code completion suggestions may be proactively obtained and validated. An event that triggers obtaining a code completion suggestion for inclusion in a code file being edited using an integrated development environment may be detected. The code completion suggestion may be obtained. The characters of the code completion suggestion may be compared with characters added to the code file after the detection of the event that triggered obtaining the code completion suggestion to determine whether the code completion suggestion is valid. A valid code completion suggestion may then be displayed.

Abstract: Pre-fix matching may constrain the generation of next token predictions. Input text to perform a next token prediction may be received. Multiple tokens may be determined from the input text, including a partial token. From possible tokens, one or more matching possible tokens with the partial token may be identified. Next token predictions may then be filtered using the identified possible tokens in order to ensure that the partial token is matched.

Abstract: Random token segmentation may be implemented for next token prediction. Text data may be received for training a machine learning model to predict a next token given input text tokens. Multiple tokens may be determined from the text data. Different ones of the multiple token may be randomly segmented in to sub-tokens. The machine learning model may then be trained using the multiple tokens including the respective sub-tokens as a training data set.

Abstract: Evaluation data sets may be programmatically generated for code generation models. An evaluation data set is obtained that includes items that correspond to different evaluation tests for a code generation system. The individual items of the evaluation data set maybe converted, including the conversion of a function signature for the items, the test statements for the items and using a code generation system to generate the body of the function.

Abstract: In a capsule containing a substance constituted by a mass of loose, solid particles, for the preparation of a potable beverage by extracting and/or dissolving the substance by means of supplying a fluid under pressure into the capsule, a screen, permeable to water and impermeable to a predominant portion of particles of the substance is positioned between the substance and the bottom. The screen is attached to the capsule body along attachment zones spaced from the center and circumferentially spaced from each other. A beverage brewing system comprising such a capsule, a method of use of such a capsule and a method of attaching a screen into a capsule body are described as well.

Abstract: An archery adapter is disclosed herein. The archery adapter, in an embodiment, includes a first surface and a second surface. The first surface is configured to make contact with a rear section of a weapon. The body defines at least one opening configured to at least partially receive a fastener. The body at least partially has a dovetail shape, and the body is configured to mate with an element of an accessory.

Abstract: A handrail has a thermoplastic body having a generally C-shaped cross section, a stretch inhibitor in the thermoplastic body above a T-shaped slot and a slider fabric layer. The handrail includes first and second end portions, each comprising a forward part extending from an end surface of the end portion and a rear part adjacent the forward part. A method of forming a joint can include: providing cuts to separate a top section of the thermoplastic body from a base section including shoulder portions; for each end portion, removing at least shoulder portions from the forward part thereof, to leave a central portion including a forward part at the slider fabric layer and a layer of thermoplastic; cutting the forward parts to a required shape; and assembling the first and second end portions together to form a spliced joint for moulding.

Abstract: A sinus dilation instrument useful with a navigation system and including a handle, a rigid probe, a balloon, and an identifier device. The probe extends from the handle, forms a curved segment, and carries the balloon. The identifier device is programmed to generate a signal indicative of an instrument identification assigned to the instrument, and is a frontal, maxillary or sphenoid sinus instrument. The signal is formatted to be recognized by an IGS. Once connected, the IGS recognizes the instrument and can retrieve information indicative of a spatial location of the balloon, for example via an instrument tracking device. A surgeon can “plug and play” the sinus dilation instrument with the IGS to perform a procedure.