CivBench: Progress-Based Evaluation for LLMs' Strategic Decision-Making in Civilization V explores A benchmark for evaluating LLM strategic decision-making in complex, multi-agent games like Civilization V, providing richer signals than simple win/loss outcomes.. Commercial viability score: 4/10 in LLM Agents.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/civbench-progress-based-evaluation-for-llms-strategic-decision-making-in-civilization-v
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID civbench-progress-based-evaluation-for-llms-strategic-decision-making-in-civilization-v | Route /paper/civbench-progress-based-evaluation-for-llms-strategic-decision-making-in-civilization-v
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/civbench-progress-based-evaluation-for-llms-strategic-decision-making-in-civilization-vMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.07733"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "CivBench: Progress-Based Evaluation for LLMs' Strategic Decision-Making in Civilization V",
"normalized_query": "2604.07733",
"route": "/paper/civbench-progress-based-evaluation-for-llms-strategic-decision-making-in-civilization-v",
"paper_ref": "civbench-progress-based-evaluation-for-llms-strategic-decision-making-in-civilization-v",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 4.0
No public claim map is available for this paper yet.
No public competitor map is available for this paper yet.
Owned Distribution
Get the weekly shortlist of commercializable papers, benchmark movers, and proof receipts that matter for product execution.
References are not available from the internal index yet.