Abstract: A modeling plan that includes code for geometric modeling software is generated based on a reasoning paradigm that uses information as input, the information obtained from sources and identifying geometric dimensions and relations for a CAD modeling process for an object. A CAD model is generated for the object using the generated code and defects or errors in the CAD model are identified to generate feedback. The modeling plan is updated and updated code is generated in response to receiving the feedback to generate an updated CAD model for the object. Simulation boundary conditions for multi-physics simulations are generated based on the updated CAD model and the information. Simulation code is generated for simulation software to execute a numerical analysis based on the simulation boundary conditions and the updated CAD model. Simulation results are generated by executing the simulation code and functional defects in the updated CAD model are identified.

Abstract: Systems, methods, and media for navigating video content are disclosed. Systems, methods, and media can receive at least a first video content item; select a first subset of video frames; identify, using a first computer vision model, a plurality of sets of visual features; generate, using a first language model, a plurality of sets of caption data for the first subset of video frames; generate, using a first speech recognition model, recognized speech data based at least on the audio data of the first video content item; receive first user query data; generate, using a second language model, at least a first textual response to the first user query data; determine, using a third language model, first relevant video frames of the first subset of video frames which are associated with respective time positions; and cause one or more selectable links to the respective time positions to be presented.

Abstract: Systems, methods, and media for navigating video content are disclosed. Systems, methods, and media can receive at least a first video content item; select a first subset of video frames; identify, using a first computer vision model, a plurality of sets of visual features; generate, using a first language model, a plurality of sets of caption data for the first subset of video frames; generate, using a first speech recognition model, recognized speech data based at least on the audio data of the first video content item; receive first user query data; generate, using a second language model, at least a first textual response to the first user query data; determine, using a third language model, first relevant video frames of the first subset of video frames which are associated with respective time positions; and cause one or more selectable links to the respective time positions to be presented.