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cs.LG2026
Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks
Lawrence Keunho Jang, Jing Yu Koh, Daniel Fried +1
Existing web agent benchmarks have largely converged on short, single-site tasks that frontier models are approaching saturation on. However, real world web use consists of long-ho…
cs.AI2026
Agent psychometrics: Task-level performance prediction in agentic coding benchmarks
Chris Ge, Daria Kryvosheieva, Daniel Fried +2
As the focus in LLM-based coding shifts from static single-step code generation to multi-step agentic interaction with tools and environments, understanding which tasks will challe…