Abstract: In an example, an apparatus comprises logic, at least partially including hardware logic, to implement a lossy compression algorithm which utilizes a data transform and quantization process to compress data in a convolutional neural network (CNN) layer. Other embodiments are also disclosed and claimed.

Abstract: Pulsed absorption contactor systems and methods are provided. The systems include a vessel having inlet and outlet ends and a pulse generator system, a gas inlet configured to direct an input gas stream into the vessel, a gas outlet configured to receive an output gas stream and direct the output gas stream out of the vessel, a liquid inlet configured to direct an input liquid stream into the vessel, and a liquid outlet configured to receive an output liquid stream and direct the output liquid stream out of the vessel. The pulse generator system is configured to induce a fluctuation in the input gas stream, the input liquid stream, and/or a combination of the input gas stream and the input liquid stream.

Abstract: Disclosed herein are new cannabis compositions. In one embodiment, these new cannabis compositions are beverages, such as tea. In one embodiment, these new cannabis compositions are dehydrated beverages, such as powders or crystalline forms, which can be mixed with other components, like tea, and added to water.

Abstract: This disclosure relates generally to battery cells, and more particularly, cathode active materials for use in lithium-ion battery cells.

Abstract: A method for dispensing an oral care composition includes dispensing the oral care composition through a nozzle to form a dispensed composition. The nozzle includes an orifice having a central axis and an orifice diameter, and fins partially occluding the orifice, where each of the fins has an upper surface and a lower surface. The dispensed composition has an increased flavor display compared to a control dispensed composition made by dispensing the oral care composition through a control nozzle comprising an unobstructed, circular orifice having the orifice diameter.

Abstract: Power generating devices and systems that include devices, apparatus, systems and methods with a turbine assembly disposed in a recess under the road surface as the sustainable actuating mechanism include a pivoting treadle plate upon which is mounted a counterweight wherein the force of gravity raises load-bearing pivoting treadle plate that spans a recess below the roadway to a slope relative to roadways and also utilizes the movement of wheels of automobiles driving over the upper surface of the angled pivoting treadle plates or flaps with hinges to drive down the treadle plates to be substantially level and flush with the roadway as kinetic power rotational energy to spin electric generators to generate electricity.

Abstract: A belt support apparatus for supporting a conveyor belt may include at least one support arm assembly operably connected to a base member. A slider bar having a belt support surface for supporting the conveyor belt is connected to a distal end portion of the at least one support arm assembly. In one form, the support arm assembly is configured to allow the belt support surface of the slider bar to be moved relative to the base member in different lateral and vertical positions via a plurality of different modes of adjustment. The plurality of different modes of adjustment may include movement of the slider bar in an arcuate path relative to the base member and translational shifting of the slider bar, including in an oblique direction that extends obliquely relative to a vertical direction and a lateral direction perpendicular to a conveyor belt travel direction.

Abstract: This disclosure relates to cathode active materials for use in lithium-ion battery cells.

Abstract: A microelectronic assembly includes an embedded bridge die and a glass structure, such as glass patch, under the bridge die. The bridge die and the glass structure are embedded in a substrate. The assembly may further include two or more dies arranged over the substrate and coupled to the bridge die. The glass structure may include through-glass vias, and vias in the substrate below the glass structure are self-aligned to the through-glass vias. The glass structure may include an embedded passive device, such as an embedded inductor or capacitor.

Abstract: Various implementations include dispensers for a plurality of sheets of sheet material that includes at least two adjacent panels that together define a removable surfboard, wherein the two adjacent panels are joined together via a fold line. Various implementations also include blanks that can be folded into the dispensers and methods of assembling the same. In some implementations, the removable surfboard has a length of about 60% to about 80% of a length of the fold line. In addition, the removable surfboard has a medial portion and lateral portions disposed on opposite sides of the medial portion. The lateral portions defined by the first panel have a width that is greater than a width of the medial portion defined by the first panel. Additionally, in some implementations, the shape of the removable surfboard contributes to a unique look for the dispensers and the blanks.

Abstract: Methods, systems, and apparatus include computer programs encoded on a computer-readable storage medium, including a method for providing content. Search results responsive to a query are identified including a first search result in a top set of search results, the first search result associated with a first entity. A first eligible content item is identified for presentation along with the search results, the first eligible content item associated with the first entity. A combined content item is identified that is a combination of the first search result and first eligible content item and is to be presented as a search result responsive to the query. The combined content item is augmented including: identifying entities related to the first entity, identifying content items that are associated with the related entities, selecting at least one identified content item, and using content from the selected content items to augment the combined content item.

Abstract: The disclosed technology is generally directed to a personalized feed. In one example of the technology, selected key-value pairs from a profile associated with a user are provided. Based on a prompt that includes natural-language text instructions, the selected key-value pairs, and ranked content, a large language model is used to generate: pill prompts associated with the ranked content, such that the pill prompts are information requests that are unique and personalized to have particular relevance to the user based on selected key-value pairs, and a response to each pill prompt such that the response includes content corresponding to the requested information. A content feed is displayed to the user, including displaying selectable pills to the user as part of the displayed content feed such that each selectable pill includes a corresponding pill prompt. The response to the pill prompt that corresponds to the selection is displayed to the user.

Abstract: Disclosed are methods of determining a reference focus position of a beam of a beam-based machine tool. The methods providing a relative motion trajectory defining a discoid area with respect to a surrounding area, the discoid area being connected to the surrounding area via at least one bridge area, and performing a sequence of test cuts on a workpiece, wherein at each test cut, a cutting structure is cut in the workpiece by guiding the beam along the relative motion trajectory and the cutting is performed along the at least one bridge area of the relative motion trajectory at differently set focus positions.

Abstract: Contextualization of digital content includes generating a corpus of metadata associated with a user, including technical information about devices and applications that execute on the devices, and interaction data describing usage of the devices and applications that execute on the devices, orienting the metadata to ontological elements, monitoring user consumption of digital content on the device and identifying content elements, comparing the identified content elements to the ontological elements, identifying a target content element to contextualize for the user with selected metadata of the corpus, and modifying the digital content for graphical presentation to the user, the modifying providing added information, associated with the target content element, in the digital content, the added information including the selected metadata of the corpus.

Abstract: A portable filtration system is described. The system may comprise: a mixing portion, comprising: a pump adaptor and a contaminant regulator. The pump adaptor may comprise: an upper plate, a lower plate, and a screen. The screen may axially extend between the upper and lower plates, wherein the upper plate, the lower plate, and the screen define a channel of a mixing chamber. The contaminant regulator may comprise a through-passage coupled to the upper plate, wherein the through-passage is in fluid communication with the mixing chamber.

Abstract: An agricultural implement including an implement frame, a trench opener, a gauge wheel arm and a depth adjustment assembly. A depth adjustment body is disposed between the depth adjustment assembly and the gauge wheel arm. An accelerometer is disposed on at least one of the depth adjustment assembly, the gauge wheel arm and the depth adjustment body and is configured to detect a position thereof. The accelerometer is disposed such that none of the x-axis, y-axis and z-axis of the accelerometer are perpendicular to the soil surface across the entire range of motion of the depth adjustment assembly, the gauge wheel arm or depth adjustment body to which the accelerometer is attached.

Abstract: A dual tire buffing apparatus includes a turntable having a first end and an opposite second end. The turntable is rotatable about a central axis between first and second positions. A first expandable hub is rotatably coupled to the turntable proximate the first end. The first expandable hub is configured to receive a first tire casing. A second expandable hub is rotatably coupled to the turntable proximate the second end. The second expandable hub is configured to receive a second tire casing. A rasp head is positioned to operatively engage the first tire casing on the first expandable hub when the turntable is in the first position to perform a buffing operation on the first tire casing, and to operatively engage the second tire casing on the second expandable hub when the turntable is in the second position to perform a buffing operation on the second tire casing.

Abstract: Methods of screening a glass container for storing a pharmaceutical formulation for susceptibility to lamellar silica formation includes filling the container with a buffer for the pharmaceutical formulation, storing the container with the buffer and optically analyzing the buffer after storage for one or more particles in the buffer. The one or more particles can be analyzed to determine a morphology and chemical composition and the interior surface of the container, once emptied, can be analyzed for delamination type deformation. The presence of particles in the buffer having a chemical comprising silicon, oxygen, and carbon and the absence of delamination type deformation is indicative of susceptibility to lamellar silica formation.