Confidently Wrong, Silently So: Auditing Undetectable Failures of a Deployed On-Device Language Model
A reproducible reliability audit of the developer-accessible on-device foundation model is presented, framed as an oversight question: can a user or a resource-constrained developer tell when the model is wrong?
Shashwat Pandey, Satwik Pandey, S. Raghu
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