Abstract: Systems and methods for generating training questions are disclosed. The method includes identifying a structure for generating an input; formulating the input according to the structure; providing the input to a first machine learning model; receiving an output from the first machine learning model based on the input; and training a second machine learning model based on the output. The first machine learning model may be a pre-trained generative language model.

Abstract: An information handling system is returned to its original manufacture state with a tool stored on a detachable memory device that retrieves image restore information from non-volatile memory of the information handling system, cleanses information stored on the non-volatile memory and then returns the image restore information to the non-volatile memory. By executing an image restore tool that applies the image restore information, the original manufacture image is re-built in the non-volatile memory after the cleansing so that any personal information stored on the non-volatile memory by a previous user is erased.

Abstract: A pit lid comprising a frame defining the perimeter of the pit lid, and a web bonded thereto, said web including a substantially planar core to each face of which is bonded a plurality of layers of reinforcing material, a layer of printable permeable tissue bonded to the outer face of the uppermost layer of reinforcing material, and a non-skid coating forming the topmost layer of the web of the pit lid, and a method of constructing said pit lid.

Abstract: A pit lid comprising a frame defining the perimeter of the pit lid, and a web bonded thereto, said web including a substantially planar core to each face of which is bonded a plurality of layers of reinforcing material, a layer of printable permeable tissue bonded to the outer face of the uppermost layer of reinforcing material, and a non-skid coating forming the topmost layer of the web of the pit lid, and a method of constructing said pit lid.

Abstract: An information handling system is returned to its original manufacture state with a tool stored on a detachable memory device that retrieves image restore information from non-volatile memory of the information handling system, cleanses information stored on the non-volatile memory and then returns the image restore information to the non-volatile memory. By executing an image restore tool that applies the image restore information, the original manufacture image is re-built in the non-volatile memory after the cleansing so that any personal information stored on the non-volatile memory by a previous user is erased.

Abstract: An anomaly detector, used to sense the presence of tool collars, tool joints and other structures within a longitudinal space, that includes a protective housing. Sensory components are disposed within the protective housing and a port is provided for communication between internal and external components of the sensory system. A pressure containing region within the housing prevents the loss of pressure from within the detector, and protects the various components of the system from fluids and other materials constrained within the longitudinal space.

Abstract: An anomaly detector, used to sense the presence of tool collars, tool joints and other structures within a longitudinal space, that includes a protective housing. Sensory components are disposed within the protective housing and a port is provided for communication between internal and external components of the sensory system. A pressure containing region within the housing prevents the loss of pressure from within the detector, and protects the various components of the system from fluids and other materials constrained within the longitudinal space.