An Unknown Unknown Is Defined Relative to an Oracle: Four Places External Judgement Enters Blind-Spot Discovery, and Why the Self-Detection Results Do Not Remove It

APA

Mahendrakar, P. (2026). An Unknown Unknown Is Defined Relative to an Oracle: Four Places External Judgement Enters Blind-Spot Discovery, and Why the Self-Detection Results Do Not Remove It [Journal article]. Life of Research. https://doi.org/10.5281/zenodo.22217013

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BibTeX

@misc{lor282026,
  title        = {An Unknown Unknown Is Defined Relative to an Oracle: Four Places External Judgement Enters Blind-Spot Discovery, and Why the Self-Detection Results Do Not Remove It},
  author       = {Pranay Mahendrakar},
  year         = {2026},
  publisher    = {Life of Research},
  doi          = {10.5281/zenodo.22217013},
  url          = {https://lifeofresearch.com/articles/28},
  keywords     = {unknown unknowns, blind spot discovery, error slice discovery, out-of-distribution detection, failure detection, model self-knowledge, calibration, evaluation},
  note         = {LOR-00028}
}

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