OPENTECHNICAL PUBLICATION OT-2026-000002967 Long-term perception for robotics systems and applications Published: 2026-09-15T19:16:27.117008Z Permanent URL: https://opentechnical.org/p/OT-2026-000002967 Categories: Robotics & Automation > Robot Architectures ------------------------------------------------------------------------ ABSTRACT In various examples, a technique for performing a task includes converting one or more sensory inputs obtained using one or more sensors of a machine into a plurality of segments. The technique also includes, for each segment included in the plurality of segments, generating, via execution of a machine learning model, a caption for the segment, and storing, in a data store, a representation of the caption in association with the segment. The technique further includes performing, by the machine, one or more actions based at least on one or more queries of the data store. ------------------------------------------------------------------------ OpenTechnical publication OT-2026-000002967 Published 2026-09-15T19:16:27.117008Z https://opentechnical.org/p/OT-2026-000002967