Preprint · 2026

Progressive Autonomy as Preference Learning: A Formalization of Trust Calibration for Agentic Tool Use

Changkun Ou

VenuearXiv
URLhttps://arxiv.org/abs/2605.19151
TopicsReplicHAI / Target papers (pilots)
Tagsreplichai
archiveIDarXiv:2605.19151
extraRepeat-runs pilot target.
libraryCatalogrepo notes / Slack (not in any .bib)

BibTeX

@misc{ou_progressive_2026,
	title = {Progressive {Autonomy} as {Preference} {Learning}: {A} {Formalization} of {Trust} {Calibration} for {Agentic} {Tool} {Use}},
	url = {https://arxiv.org/abs/2605.19151},
	publisher = {arXiv},
	author = {Ou, Changkun},
	year = {2026},
	note = {Repeat-runs pilot target.},
	keywords = {replichai},
}