Signals 4 · free daily AI digest

OmniSeek: Native Tool Integration for Multi-turn Audio-Visual Reasoning

Paper recorded by Signals 4 on 2026-10-01 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-01 on arXiv · recorded by Signals 4 on 2026-10-02

Category: cs.CV · 计算机视觉 · first seen 2026-10-02

Abstract

We present OmniSeek, an agentic framework that transforms an Omni Large Language Model (Omni-LLM) into an active, multi-turn reasoning agent with native tool use. Rather than passively processing an entire audio-visual sequence in a single forward pass, OmniSeek makes evidence acquisition part of the reasoning process: it dynamically decides whether to look or listen, and over which temporal windo

Read on arXiv →

#6 most recent of 380 cs.CV papers we have recorded · ↑ newer: InterEvolve: Test-Time Evolution of Reward Programs for Humanoid Loco- · ↓ older: World Observer: Joint Actor-Observer Generation for Persistent World M
Cite this page: OmniSeek: Native Tool Integration for Multi-turn Audio-Visual Reasoning: the #6 most recent of 380 cs.CV papers we have recorded (as of 2026-10-01). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/omniseek-native-tool-integration-for-multi-turn-audio-visual-reasoning.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
Related: More cs.CV papers · arXiv signals · All papers · Today in AI
Get 4 AI signals a day by email — free.
Subscribe free → See all plans →
Get 4 AI signals a day by email — free
All models · All repos · By company · Daily editions