Paper: CMIP-Forge: An Agentic System that Retrieves, Computes, and Self-Reviews Climate Science

type: paper title: "CMIP-Forge: An Agentic System that Retrieves, Computes, and Self-Reviews Climate Science" authors: Dmitrii Pantiukhin, Boris Shapkin, Ivan Kuznetsov, Thomas Jung, Nikolay Koldunov year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.17076 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-10 updated_at: 2026-06-10 status: queued relevance: high topics:

agent-evaluation
agent-safety
planning
rag
tool-use
workflow-agent methods:

benchmarks:

models:

datasets:

physics.ao-ph
cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 collection_queries: rag-agent

One-line Takeaway

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

Why Collected

matched queries: rag-agent
inferred topics: agent-evaluation, agent-safety, planning, rag, tool-use, workflow-agent
arXiv categories: physics.ao-ph, 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?

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