19 citations · 19 across the 7 of their papers we have counts for
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cs.AI2026
EnvOS: Auditing Computer-Use Agents When the World Moves On : Phenomenon-Based Task Construction, Certification, and Evidence-Based Evaluation
Ankush Kadu, Athira Gopal, Niharika Singh +2
Computer-use agents built on large language models (LLMs) work in software that can change while they act: an appointment moves, a policy is revised, a record is updated. Testing a…
cs.AI2026
GitOfThoughts: Version-Controlled Reasoning and Agent Memory You Can Replay, Diff, and Merge
Pavan C Shekar, Abhishek H S, Aswanth Krishnan
Large language model reasoning leaves no trace once it is done. The steps of a chain of thought disappear when the context window closes, a pruned search branch is just gone, and m…