Abstract: A system, method, and computer readable storage device are provided for providing a dynamic tachometer. Based on various signal inputs from a plurality of data sources, a tachometer may be dynamically modified to include visual information and assistance to the driver in relation to the vehicle's engine speed (i.e., revolution speed of the vehicle's crankshaft). The tachometer may include one or a combination of: dynamic shift point indicators, a target engine speed range indicator, an overspeed indicator, and a power take-off mode indicator.

Abstract: Provided are systems, methods, and computer program products including at least one processor programmed or configured to perturb at least one training dataset based on mutual information extracted from an ensemble machine learning model to provide at least one adversarial training dataset, execute at least two machine learning models of an ensemble machine learning model, train at least two machine learning models with the at least one training dataset by feeding an input or output of one of the at least two machine learning models to the other of the at least two machine learning models, train the ensemble machine learning model with the at least one adversarial training dataset, receive a runtime input from a client device, and provide the runtime input to the trained ensemble machine learning model to generate a signal output indicating that the runtime input includes an out-of-distribution sample.

Abstract: A method of improving the mechanical communication between two firearm components. The method embodies shim tape having a thin metallic layer with adhesive along one surface. The shim tape may be adhered along an interface between the two firearm components so as to fill space therebetween, thereby increasing their mechanical communication whereby associated wobble is minimized.

Abstract: A system, method, and computer readable storage device are provided for providing a dynamic tachometer. Based on various signal inputs from a plurality of data sources, a tachometer may be dynamically modified to include visual information and assistance to the driver in relation to the vehicle's engine speed (i.e., revolution speed of the vehicle's crankshaft). The tachometer may include one or a combination of: dynamic shift point indicators, a target engine speed range indicator, an overspeed indicator, and a power take-off mode indicator.

Abstract: A system, method, and computer readable storage device are provided for providing a dynamic tachometer. Based on various signal inputs from a plurality of data sources, a tachometer may be dynamically modified to include visual information and assistance to the driver in relation to the vehicle's engine speed (i.e., revolution speed of the vehicle's crankshaft). The tachometer may include one or a combination of: dynamic shift point indicators, a target engine speed range indicator, an overspeed indicator, and a power take-off mode indicator.

Abstract: A method of improving the mechanical communication between two firearm components. The method embodies shim tape having a thin metallic layer with adhesive along one surface. The shim tape may be adhered along an interface between the two firearm components so as to fill space therebetween, thereby increasing their mechanical communication whereby associated wobble is minimized.

Abstract: Automated fiber placement (AFP) cutter blade assemblies, AFP cutter systems including the same, and associated methods. An AFP cutter blade assembly includes a blade base and a reversible blade insert configured to be coupled to the blade base in either of a first cutter blade configuration, in which a first cutting edge is an active cutting edge, and a second cutter blade configuration, in which a second cutting edge is the active cutting edge. In examples, an AFP cutter system includes a plurality of AFP cutter blade assemblies in combination with an actuator assembly. In examples, a method of reconfiguring a reversible blade insert of an AFP cutter blade assembly includes uncoupling the reversible blade insert from a blade base, rotating the reversible blade insert relative to the blade base, and operatively coupling the reversible blade insert to the blade base in a different configuration.

Abstract: Systems, methods and computer readable storage media provide a flexible and variability-accommodating instrument cluster for display on an in-vehicle screen and a user experience interaction model for providing vehicle status-related information via the instrument cluster. The instrument cluster may be shown in a minimized content view, basic content view, or enhanced content view, wherein each content view may include a varying range of displayed information based on a layout template. The driver can easily scroll between the various content views while driving. The instrument cluster may alternatively be shown in a favorites view, amongst a plurality of preconfigured favorites views associated with different drivers, the favorites view including a user-selected set of gauges in a user-selected layout. A steering wheel-based shortcut control is provided that can be assigned to a changeable parameter and used to toggle the parameter in association with an instrument cluster display element while driving.