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cs.AI2026
DIAL: Steerable Language Models with Distilled Instruction-Adherence Levels
Thanh Q. Tran, John Russell Himawan, Arun Verma +4
When a user says "Keep it short", how short should the LLM's response be? More generally, users and applications require different levels of instruction adherence, but prompting do…
cs.AI2026
Agents' Last Exam
Yiyou Sun, Xinyang Han, Weichen Zhang +378
Recent AI systems have achieved strong results on a wide range of benchmarks, yet these gains have not translated into economically meaningful deployment across many professional d…