Excited to be in Vancouver this week for #ICML2025! 🌲☕🛰️ We’ll be presenting our paper “Fleet of Agents (FoA)”, a lightweight, open-source framework that boosts LLM reasoning by orchestrating multiple LLM agents as a collective intelligence using a genetic-style dynamic tree search. 🧵 (1/n)

Akhil Arora@akhilarora.bsky.social · last yr.

Thrilled to announce that our work “Fleet of Agents” has been accepted @icmlconf.bsky.social. On average, FoA boosts quality by ~5% while reducing costs to ~40% of SOTA baselines. Blog post after the Neurips deadline ;) Until then: Paper: arxiv.org/abs/2405.066... Code: github.com/au-clan/FoA