René's URL Explorer Experiment

Title: RecursiveMAS

Open Graph Title: Recursive Multi-Agent Systems

X Title: Recursive Multi-Agent Systems

Description: RecursiveMAS scales agent collaboration through latent-space recursion. With a lightweight RecursiveLink and an inner-outer loop training paradigm, RecursiveMAS delivers +8.3% accuracy, 1.2x-2.4x inference speedup, and up to 75.6% token reduction across 9 reasoning, science, code, and search benchmarks.

Open Graph Description: Scaling agent collaboration via latent-space recursion. +8.3% accuracy, up to 2.4x speedup, up to 75.6% fewer tokens across 9 benchmarks.

X Description: Scaling agent collaboration via latent-space recursion.

Keywords:

multi-agent system
recursive language model
latent reasoning
LLM agents
agent collaboration
RecursiveMAS
RecursiveLink
multi-agent LLM
latent collaboration

Mail addresses
jiaru@stanford.edu

Opengraph URL: https://recursivemas.github.io

direct link

Domain: recursivemas.github.io

author	Xiyuan Yang, Jiaru Zou, Rui Pan, Ruizhong Qiu, Pan Lu, Shizhe Diao, Jindong Jiang, Hanghang Tong, Tong Zhang, Markus J. Buehler, Jingrui He, James Zou
language	English
og:type	article
og:site_name	RecursiveMAS
og:image	https://recursivemas.github.io/static/images/figures/RecursiveMAS.png
twitter:card	summary_large_image
twitter:image	https://recursivemas.github.io/static/images/figures/RecursiveMAS.png
citation_title	Recursive Multi-Agent Systems
citation_author	Zou, James
citation_publication_date	2026
theme-color	#4338ca

Links:

Xiyuan Yang	https://scholar.google.com/citations?user=dzpchdAAAAAJ&hl=en
Jiaru Zou	https://scholar.google.com/citations?user=GzLTey4AAAAJ&hl=en
Rui Pan	https://research4pan.github.io/
Ruizhong Qiu	https://q-rz.github.io/
Pan Lu	https://lupantech.github.io/
Shizhe Diao	https://shizhediao.github.io/
Jindong Jiang	https://www.jindongjiang.me/
Hanghang Tong	http://tonghanghang.org/
Tong Zhang	https://tongzhang-ml.org/
Markus J. Buehler	https://cee.mit.edu/people_individual/markus-j-buehler/
Jingrui He	https://www.hejingrui.org/
James Zou	https://www.james-zou.com/
🤗Paper	https://huggingface.co/papers/2604.25917
Code	https://github.com/RecursiveMAS/RecursiveMAS
Demo	https://vishalmysore.github.io/recursiveMASDemo/
arXiv	https://arxiv.org/abs/2604.25917
YouTube	https://www.youtube.com/watch?v=dUmT0OIGoqE
🤗Models	https://huggingface.co/RecursiveMAS
🤗Data	https://huggingface.co/RecursiveMAS/datasets
VBVentureBeat	https://venturebeat.com/ai/how-recursivemas-speeds-up-multi-agent-inference-by-2-4x-and-reduces-token-usage-by-75
Post	https://x.com/Jiaru_Zou/status/2049551828296389118
Cite	https://recursivemas.github.io#bibtex
Demo	https://recursivemas.github.io#playground
Tutorial	https://recursivemas.github.io#youtube-tutorial
Abstract	https://recursivemas.github.io#abstract
Architecture	https://recursivemas.github.io#architecture
Theory	https://recursivemas.github.io#theory
Patterns	https://recursivemas.github.io#patterns
Results	https://recursivemas.github.io#results
Scaling	https://recursivemas.github.io#scaling
Efficiency	https://recursivemas.github.io#efficiency
Generalization	https://recursivemas.github.io#generalization
Case Study	https://recursivemas.github.io#case-study
Examples	https://recursivemas.github.io#examples
Cite	https://recursivemas.github.io#bibtex
Open Playground	https://vishalmysore.github.io/recursiveMASDemo/
Two Minute Papers	https://www.youtube.com/@TwoMinutePapers
Watch video on YouTube	https://www.youtube.com/watch?v=dUmT0OIGoqE&source_ve_path=MTc4NDI0
Academic Project Page Template	https://github.com/eliahuhorwitz/Academic-project-page-template
Nerfies	https://nerfies.github.io
CC BY-SA 4.0	http://creativecommons.org/licenses/by-sa/4.0/

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