agent/papers/items/2026-2606-15079-ling-and-ring-2-6-technical-report-efficient-and-instant-agentic-intelligence-at.md

Paper: Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale

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type: paper title: "Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale" authors: Ang Li, Ben Liu, Bin Han, Bin Hu, Bin Jing, Binbin Hu, Bing Li, Cai Chen, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.15079 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-13 updated_at: 2026-06-13 status: queued relevance: high topics:

• agent-safety
• coding-agent
• computer-use
• reasoning
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.CL
• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 collection_queries: tool-use

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: tool-use
• inferred topics: agent-safety, coding-agent, computer-use, reasoning, tool-use, workflow-agent
• arXiv categories: cs.CL, cs.AI
• collection score: 15

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2606.15079