May 23, 2026 · Artificial Intelligence

Nine Institutions Unveil Comprehensive Survey of Audio‑Visual Intelligence in the Large‑Model Era

A joint survey by nine leading research groups maps a decade of audio‑visual intelligence (AVI) progress, presenting an evolution tree, unified taxonomy, three core strands, and six future research axes that together chart the role of AVI in large‑foundation models.

Audio-Visual IntelligenceInteractionLarge Foundation Models

0 likes · 15 min read

Nine Institutions Unveil Comprehensive Survey of Audio‑Visual Intelligence in the Large‑Model Era

Machine Learning Algorithms & Natural Language Processing

Apr 25, 2026 · Artificial Intelligence

From Classic Multi-Agent Paradigms to Future Large-Foundation-Model-Driven Systems

This review surveys classic multi-agent systems and the emerging large-foundation-model-driven MAS paradigm, comparing their architectures, perception, communication, decision-making and control, and discusses how integrating LFMs enables semantic reasoning, greater adaptability, and new research challenges.

Collaborative AILarge Foundation Modelsagentic AI

0 likes · 8 min read

From Classic Multi-Agent Paradigms to Future Large-Foundation-Model-Driven Systems