2 papers
cs.AI2026
Signals: Trajectory Sampling and Triage for Agentic Interactions
Shuguang Chen, Adil Hafeez, Salman Paracha
Agentic applications based on large language models increasingly rely on multi-step interaction loops involving planning, action execution, and environment feedback. While such sys…
cs.CL2025
Arch-Router: Aligning LLM Routing with Human Preferences
Co Tran, Salman Paracha, Adil Hafeez +1
With the rapid proliferation of large language models (LLMs) -- each optimized for different strengths, style, or latency/cost profile -- routing has become an essential technique…