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cs.CL2026
Agents Don't Paginate: First-Chunk Selection for LLM Tool Responses
Tatiana Petrova, Andrei Mazniak, Radu State
Coding agents built on large language models (LLMs), such as Claude Code, Cursor, OpenAI Codex, GitHub Copilot, and Aider, receive tool responses that routinely exceed the agent's…
cs.CL2026
How Much Does Persuasion Strategy Matter? LLM-Annotated Evidence from Charitable Donation Dialogues
Tatiana Petrova, Stanislav Sokol, Radu State
Which persuasion strategies, if any, are associated with donation compliance? Answering this requires fine-grained strategy labels across a full corpus and statistical tests correc…