5 citations · 10 across the 15 of their papers we have counts for
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2025
Optimizing Model Selection for Compound AI Systems
Lingjiao Chen, Jared Quincy Davis, Boris Hanin +4
Compound AI systems that combine multiple LLM calls, such as self-refine and multi-agent-debate, achieve strong performance on many AI tasks. We address a core question in optimizi…
cs.AI2024
Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design
Jared Quincy Davis, Boris Hanin, Lingjiao Chen +3
As practitioners seek to surpass the current reliability and quality frontier of monolithic models, Compound AI Systems consisting of many language model inference calls are increa…