Metacognition

New: Check out the videos from our 2023 ARO-sponsored Metacognitive AI workshop.

Metacognition is the awareness and understanding of one’s own thought process.

When you employ an ML system over time, you may notice instances when it stops working.

Can we learn these conditions to detect and correct errors?

Check out our recent research on Error Detection and Correction Rules (EDCR). See the below video or the following:

Preprint: https://arxiv.org/abs/2308.14250

Code: https://github.com/lab-v2/Error-Detection-and-Correction