{"schemaVersion":1,"target":{"type":"reading","id":"4bcf9dac9bd70ad7fd2e486c06dc0361ffd77346d7abb61ba2646dc3feea1d37","revision":"b995c9ce-3e94-45f8-8348-3a0463bbaab6","revisionKind":"publication-id","title":"Kozachek and Srivastava’s arXiv study tests LLM agents in public-service scenarios","url":"https://escapemeridian.com/readings/kozachek-and-srivastava-s-arxiv-study-tests-llm-agents-in-4bcf9dac"},"source":{"type":"source","id":"https://arxiv.org/abs/2611.15460","revision":"1ba6b00ee52c96a3b30b9f334ca5d4cfaf8738bc77dbb069d3172ac75ab34a8b","revisionKind":"sha256-source-text","title":"Read and Ignore: What Self-Directed LLM Agents Do in Public Service Scenarios","url":"https://arxiv.org/abs/2611.15460"},"status":"available","items":[],"next":null,"scope":"Explicit citations in public readings and public file attachments to this reading. Shared topics are not citations. Other artifact types need an explicit reference adapter."}