Sondermind Inc.

Nvidia Corporation

Qntfy Corp.

Ryan Leary

Ophir Frieder

Anthony D Wood

Glen Coppersmith

Aleksander Yelskiy

Patrick N Crutchley

Jonathan Cohen

Approaches presented herein can provide for the performance of specific types of tasks using a large model, without a need to retrain the model. Custom endpoints can be trained for specific types of tasks, as may be indicated by the specification of one or more guidance mechanisms. A guidance mechanism can be added to or used along with a request to guide the model in performing a type of task with respect to a string of text. An endpoint receiving such a request can perform any marshalling needed to get the request in a format required by the model, and can add the guidance mechanisms to the request by, for example, prepending one or more text strings (or text prefixes) to a text-formatted request. A model receiving this string can process the text according to the guidance mechanisms. Such an approach can allow for a variety of tasks to be performed by a single model.

Natural language processing applications using large language models

A computer evaluates free-form text messages among members of a team, using natural language processing techniques to process the text messages and to assess psychological state of the team members as reflected it the text messages. The computer assembles the psychological state as reflected in the messages to evaluate team collective psychological state. The computer reports a trend of team collective psychological state in natural language text form.

Modeling analysis of team behavior and communication

Psychological state analysis of team behavior and communication

Computerized analysis of team behavior and communication to quantify and optimize team function

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Woodstock, GA, United States of America

Ryan Leary