Abstract: Surgical systems and methods involving a reamer tool and a surgical robotic arm. The reamer tool has a shaft, a tool engagement surface coupled to the shaft, and a reamer head attached to the shaft. The surgical robotic arm supports a guide that can receive the reamer tool. The guide has a pair of arms, each arm extending to an arm end and the arm ends being spaced apart from one another to provide an opening between the arm ends. A channel is formed between the arms. The guide enables a portion of the shaft to move through the opening between the arm ends such that the shaft portion can enter and exit the channel. The arms define a guide engagement surface that is arc-shaped and that enables contact with the tool engagement surface to facilitate alignment of the reamer tool and the guide.

Abstract: A method for generating custom industry classifications may include a classification computer program receiving standard industry classifications, standard industry descriptions, custom industry classifications, custom industry descriptions, and a mapping of the custom industry classifications to the standard industry classifications; generating a dataset comprising standard industry descriptions as inputs and custom industry classifications as outputs; converting the standard industry descriptions and unmapped portions of the custom industry descriptions to vector representations; performing similarity matching on the vector representations of the standard industry descriptions and the vector representations of the unmapped portions; assigning each of the unmapped portions of the custom industry descriptions to one of the standard industry descriptions based on the similarity matching; training a supervised classifier using the dataset and a plurality of startup company descriptions for a plurality of startu