研究库 论文知识库

内容库 / 论文

arXiv:2609.31847 · 多模态

Omni-IO Skills: Harnessing Your Agent Omni-Native

Omni-IO Skills: Harnessing Your Agent Omni-Native

类型：arxiv
标识：2609.31847
链接：https://arxiv.org/abs/2609.31847
主分类：multimodal
形态：method
TLDR：General-purpose agents can plan, reason, and act over long horizons, yet their production capabilities remain fragmented across text, images, audio, video, documents, 3D assets, and code. Extending a foundation model to additional modalities ties capability growth to costly model updates, while assembling specialist models and tools leaves unresolved how procedures, dependencies, intermediate assets, and cross-turn revisions should be coordinated. We present Omni-IO Skills, a plug-and-play Agent Harness that makes existing agents omni-native through hierarchical Skills, a standardized multimod
副分类：agent
待LLM分类：否
来源文件：
/inbox/tom/_candidates/2026-09-30-agent-rag-longcontext-candidates.json

相关 · 按语义匹配

笔记 Tom 文献雷达 · AI Agent / RAG / 长上下文 · 2026-07-10

笔记 Tom 文献雷达 · Agent · RAG · 长上下文 · 2026-08-17 08:40 CST

笔记 📋 Tom 文献雷达 · Agent + RAG + 长上下文 · 2026-09-01

笔记 Tom 文献雷达 · AI Agent / RAG / 长上下文 · 2026-08-31

笔记 Tom 文献雷达 · Agent RAG LongContext · 2026-09-04 08:40

笔记 Tom 文献雷达 · Agent + RAG + LongContext · 2026-08-29

arXiv

2609.31847

TLDR

General-purpose agents can plan, reason, and act over long horizons, yet their production capabilities remain fragmented across text, images, audio, video, documents, 3D assets, and code. Extending a foundation model to additional modalities ties capability growth to costly model updates, while assembling specialist models and tools leaves unresolved how procedures, dependencies, intermediate assets, and cross-turn revisions should be coordinated. We present Omni-IO Skills, a plug-and-play Agent Harness that makes existing agents omni-native through hierarchical Skills, a standardized multimod

相关解读

arXiv ↗ 中文全文