Falsifiable Lifting: Testing Whether Agents Know When Their Observation Space Is Incomplete

This record archives the public preprint draft and source package for “Falsifiable Lifting: Testing Whether Agents Know When Their Observation Space Is Incomplete.” The paper proposes an evaluation framework for observation-space insufficiency in AI agents: whether agents know when their current observation is insufficient, what additional observation would distinguish compatible hypotheses, and what evidence would justify accepting a hidden explanation. This Zenodo record is intended as a public timestamped preprint archive while formal preprint submission is pending Public draft repository:https://github.com/hamlet-lab/falsifiable-lifting

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-13
DOI
https://doi.org/10.5281/zenodo.20683181
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
preprint
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preprint

Falsifiable Lifting: Testing Whether Agents Know When Their Observation Space Is Incomplete

Yoon Kyu Lee
Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
preprint

Falsifiable Lifting: Testing Whether Agents Know When Their Observation Space Is Incomplete

Yoon Kyu Lee
preprint en

Abstract

This record archives the public preprint draft and source package for “Falsifiable Lifting: Testing Whether Agents Know When Their Observation Space Is Incomplete.” The paper proposes an evaluation framework for observation-space insufficiency in AI agents: whether agents know when their current observation is insufficient, what additional observation would distinguish compatible hypotheses, and what evidence would justify accepting a hidden explanation. This Zenodo record is intended as a public timestamped preprint archive while formal preprint submission is pending Public draft repository:https://github.com/hamlet-lab/falsifiable-lifting

Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
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Falsifiable Lifting: Testing Whether Agents Know When Their Observation Space Is Incomplete — Yoon Kyu Lee · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS