2 papers
cs.AI2026
DAYJOB: A Benchmark for Long-Horizon Professional Work
Stephanie Finley, Liudas Panavas, Thomas Mikkelson +12
Professional work often starts with a brief request that leaves the professional to work out what is needed, which documents matter, and whether the request's premise holds. We int…
cs.AI2026
HANDBOOK.md: A Benchmark for Long-Context Agentic Instruction Following
Liudas Panavas, Sebastian Minus, Bradley Monton +4
Language-model agents are increasingly deployed under standing instructions: a system prompt, a policy file, or a skills document is placed in context, and the agent is trusted to…