Abstract: A continuous meta-learning system operating at a server is described. In one aspect, a computer-implemented method includes accessing, at the server, a deployed machine learning model, metadata, and new prediction data for the deployed machine learning model, detecting a novel trend in the deployed machine learning model based on the new prediction data, generating label suggestions for the novel trend using metadata, querying a plurality of users to verify the label suggestions, detecting a consensus of the plurality of users, the consensus based on a rate of responses from the plurality of users that confirm the label suggestions, and in response to detecting the consensus, training a new machine learning model based on the new prediction data and the consensus of the plurality of users. The computer-implemented method also includes deploying the new machine learning model at the server.

Abstract: A hair care appliance is provided. The hair care appliance includes a handle and a body coupled to the handle via a rotational hinge joint. The body can be movable via the rotational hinge joint between a straight configuration in which the body is aligned with a longitudinal axis of the handle and a bent configuration in which the body extends along an axis transverse to the longitudinal axis of the handle. A fluid flow path extends between an inlet in the handle and an outlet in the body. The hair care appliance can be operated with minimal loss of fluid flow in either the straight configuration and the bent configuration. The hair care appliance includes a fan assembly in the handle and a heater assembly in the body that are positioned to create a balanced center of mass of the hair care appliance when operated by a user.

Abstract: The present concepts relate to lossless data compression techniques for reducing the size of a data structure. Certain data in the data structure that can be either recovered from another source or rebuilt from other available information may be removed from the data structure. To further reduce data size, the retained data in the data structure may be packed into a smaller-bit encoding data type. Additionally, to reduce the data size even more, the packed data may be zipped using a lossless data compression algorithm. To regain the original data structure, the process may be reversed. The zipped data may be unzipped using a lossless data decompression algorithm. The packed data may be unpacked into the original bit-sized data encoding. The removed data may be restored by either recovering it from another source or rebuilding it from other available information.

Abstract: A method includes heating a glass preform having a plurality of glass layers and drawing the glass preform in a distal direction to form a drawn glass sheet extending distally from the glass preform and having the plurality of glass layers. The drawn glass sheet is thinner than the glass preform. The drawn glass sheet can be rolled onto a collection spool. At least a portion of a glass layer can be removed from the drawn glass sheet. An exemplary glass sheet includes a first glass layer, a second glass layer adjacent to the first glass layer, and a thickness of at most about 0.1 mm. An exemplary ion exchanged glass sheet includes a thickness of at most about 0.1 mm and a surface layer that is under a compressive stress and extends into an interior of the glass sheet to a depth of layer.

Abstract: An adjustable bed frame is disclosed herein. The adjustable bed frame includes a plurality of support beams and a plurality of slats arranged perpendicularly over the plurality of support beams to define a support surface for a mattress. A width of the adjustable bed frame is adjustable by adjusting a position of the plurality of support beams relative to each other in a parallel direction, thereby enabling the adjustable bed frame to quickly and easily transform between a twin-sized bed, a double-sized bed, a queen-sized bed and/or a king-sized bed.

Abstract: A concentrated laundry composition premix which is dilutable in water to form a laundry liquid composition, the viscosity which when formed from a dilution of five parts by volume water to one part premix and measured at 25° C. and at 106 s?1 is from 200 to 800 mPa·s., said premix comprising at least 10% wt. water, from 0.1 to 8% wt. ethoxylated polyol ester, and comprising from 5 to 70% wt. surfactant active excluding the ethoxylated polyol ester and where the ethoxylated polyol ester is not sorbeth stearate, wherein the surfactant comprises anionic surfactant and non-ionic surfactant in a weight ratio of from 50:50 to 1:99 and wherein the composition comprises from 0 to 5% wt. alkyl ether sulphate.

Abstract: An arthropod trapping device having a housing including a base and a shade coupled to the base. The base includes a convex outward-facing wall and an opposing rear-facing wall, electrically conductive prongs, a circuit board, and a first and second LED electrically connected to the circuit board. The shade includes an outward-facing surface and a LED-facing surface. A first end region of the shade is adjacent to the outward-facing wall of the base such that the first end region of the shade overlaps at least a portion of the outward-facing wall of the base. The LED-facing surface that overlaps the base is spaced apart from the outward-facing wall of the base such that an opening is defined between the LED-facing surface of the shade and the outward-facing wall of the base. The opening extends from a first side edge of the base to a second side edge of the base.

Abstract: A tool less method of connecting a welding-type power source with a cart is disclosed. In some examples, the cart may be configured to carry one or more gas bottles (and/or cylinders). In some examples, the power source housing and the cart may connect at interfacing ends and/or walls of the housing and cart. A connector, such as a clip for example, may span the interface to connect the power source housing and the cart. Catches (e.g. slots, holes, crevices, and/or protrusions) may be formed in and/or on the power supply housing and/or cart proximate to the interfacing ends and/or walls. In some examples, the catches may be aligned. In some examples, the cart and/or power source housing may include alignment surfaces to assist with alignment. The connector may engage the aligned catches to connect the welding-type power source and cart together at the interface.

Abstract: The disclosure relates to methods, processing assemblies, reactants and vapor deposition vessels for selective vapor-phase deposition of inhibitor material on a substrate comprising two surfaces. In some embodiments of the disclosure, the inhibition material is deposited on the first surface of the substrate, whereas substantially no inhibitor material is deposited on the second surface of the substrate. The inhibitor material is formed by contacting the substrate with a vapor-phase inhibitor reactant comprising a silicon atom bonded to an oxygen atom and to a second atom selected from nitrogen and halogens.

Abstract: The present teachings provide for a hand-held robotic instrument for use with a surgical tool. In one configuration, the instrument comprises a housing configured to be held by a user, the housing defining a remote axis of motion. Control systems for controlling the hand-held robotic instrument are also contemplated, which are capable of switching control modes based on fixation, boundaries, and/or frames.

Abstract: A session join request to join an active teleconference session is provided to a teleconference computing system that hosts the active teleconference session. The session join request can include information that identifies a first participant associated with the first computing device. Responsive to providing the session join request to join the active teleconference session, interface display information is received from the teleconference computing system. The interface display information can include information indicating that a second computing device associated with the first participant is already connected to the active teleconference session. The interface display information can include instructions to display a first candidate content item of a plurality of candidate content items. Display of either the first video stream or the second video stream within an interface associated with the active teleconference session is caused.

Abstract: A method including inserting into a mold a first tool having a first surface. The method further includes printing a second tool from a polymer material and inserting the second tool into the first tool. The second tool having a smaller wall thickness than the first tool and including a second surface opposing and in contact with the first surface of the first tool and a third surface formed on an opposite side of the second tool than the second surface.

Abstract: The disclosure relates to methods and processing assemblies for selectively depositing organic polymer material on a first surface of a substrate relative to a second surface of the substrate by a cyclic deposition process is disclosed. The method comprises providing a substrate in a reaction chamber, providing a first vapor-phase organic reactant into the reaction chamber and providing a second vapor-phase organic reactant into the reaction chamber. In the method, the first and second vapor-phase organic reactants form the organic polymer material selectively on the first surface; and the first vapor-phase reactant comprises a cyclic compound comprising at least two primary amine groups.

Abstract: The invention features a headset, and systems including the headset, equipped with electrical sensors. The headset is suitable for use by a child and suitable for use in a gaming system, e.g., to train attention.

Abstract: A patient interface includes a frame assembly including connectors operatively attachable to headgear, a cushion assembly provided to the frame assembly and including a seal-forming structure structured to form a seal with the patient's nose and/or mouth, and an air delivery connector provided to the frame assembly and operatively connected to an air delivery tube for supplying the air at positive pressure along an air flow path. The cushion assembly is structured to releasably connect to the frame assembly independently of the air delivery connector. The air delivery connector is structured to releasably connect to the frame assembly independently of the cushion assembly.

Abstract: A worksite tracking system uses sensor data associated with operations of a machine on a worksite to detect when the machine performs a dump event to dump material at the worksite, and to update tracking data that tracks machine operations and material movement at the worksite. If sensor data causes detection of a false dump event that did not actually occur, the worksite tracking system identifies the detected false dump event and suppresses corresponding information to update and correct the tracking data.

Abstract: Exhaust insulation systems and methods are described that include a base insulation layer of an insulation disposed about a section of a workpiece such as an exhaust pipe. Exhaust insulation systems and methods are described that further include a middle retaining layer at least partially surrounding the base insulation layer, and a conformal polymer outer coating forming a direct interface with the middle retaining layer.

Abstract: Described herein is a system for enabling a user to perform complex goals using multiple skills/applications of an intelligent assistant device. Skills may register as consumers of an action or providers of an action, and the consumer skills may be configured to invoke provider skills to perform actions. The system receives a request to perform an action from a skill along with some action data. The system validates the action data, selects another skill to perform the action, and forwards the request to the selected skill to perform the action.

Abstract: A system that enables searching for representing listings for accommodation reservations on a map is described. The system receives, by a network site of a listing network platform, input comprising search criteria associated with a geographical region and identifies a plurality of listings matching the search criteria. The system identifies a first subset listings of the plurality of listings that is each associated with a respective location that is within a boundary associated with the geographical region and a second subset listings of the plurality of listings that is each associated with a respective location that is outside the boundary associated with the geographical region. The system visually distinguishes the first subset of listings from the second subset of listings on a map-based graphical user interface (GUI) that represents the plurality of listings matching the search criteria.