BRAIN.COPY = Latent-MAS AI Breakthrough скачать в хорошем качестве

BRAIN.COPY = Latent-MAS AI Breakthrough

We are moving beyond lossy, text-based collaboration. The new Latent-MAS framework introduces a paradigm of Pure Latent State Injection. By utilizing a Linear Alignment Operator derived via ridge regression, this method enables agents to perform "Silent Reasoning" loops in continuous vector space - structurally circumventing the vocabulary projection entirely. Crucially, it solves the collaboration bandwidth problem via Lossless KV-Cache Inheritance: physically transplanting the entire high-dimensional working memory tensor from one agent’s neural stack to another. All rights w/ authors: Latent Collaboration in Multi-Agent Systems Jiaru Zou1,2,*,†, Xiyuan Yang2,*,†, Ruizhong Qiu2,†, Gaotang Li2,†, Katherine Tieu2,†, Pan Lu3,†, Ke Shen , Hanghang Tong2, Yejin Choi3, Jingrui He2, B, James Zou3, B, Mengdi Wang1, B, Ling Yang1, B from 1 Princeton University 2 University of Illinois Urbana-Champaign 3 Stanford University ‪@stanford‬ ‪@princeton‬ #airesearch #stanforduniversity #princetonuniversity #princeton #stanford