View PDF ↗
PDF Viewer
Open Full PDF

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $10K - $14K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (19)

[1]
Neither Valid nor Reliable? Investigating the Use of LLMs as Judges
2025Khaoula Chehbouni, Mohammed Haddou et al.
[2]
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025Gheorghe Comanici, Eric Bieber et al.
[3]
CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation
2025Nicolas Bougie, Narimasa Watanabe
[4]
Qwen3 Technical Report
2025An Yang, Anfeng Li et al.
[5]
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society
2025J. Piao, Yuwei Yan et al.
[6]
Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model
2025Minghan Wang, Viet Pham et al.
[7]
CultureInstruct: Curating Multi-Cultural Instructions at Scale
2025V. Pham, Zhuang Li et al.
[8]
SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media
2025V. Pham, Lizhen Qu et al.
[9]
A Survey on LLM-as-a-Judge
2024Jiawei Gu, Xuhui Jiang et al.
[10]
The Llama 3 Herd of Models
2024Abhimanyu Dubey, Abhinav Jauhri et al.
[11]
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense
2024Siqi Shen, Lajanugen Logeswaran et al.
[12]
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies
2024Weiyan Shi, Ryan Li et al.
[13]
Multi-Cultural Norm Base: Frame-based Norm Discovery in Multi-Cultural Settings
2024Viet Pham, Shilin Qu et al.
[14]
Large language models empowered agent-based modeling and simulation: a survey and perspectives
2023Chen Gao, Xiaochong Lan et al.
[15]
CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models
2023Yuhang Wang, Yanxu Zhu et al.
[16]
Generative Agents: Interactive Simulacra of Human Behavior
2023J. Park, Joseph C. O’Brien et al.
[17]
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
2023G. Li, Hasan Hammoud et al.
[18]
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification
2021Anastasios Nikolas Angelopoulos, Stephen Bates
[19]
Agent-based computational models and generative social science
1999J. Epstein

Founder's Pitch

"LiveCultureBench offers a simulation-based tool for evaluating language models' task and cultural adherence in dynamic social environments."

LLM EvaluationScore: 7View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

1/4 signals

2.5

Quick Build

4/4 signals

10

Series A Potential

2/4 signals

5

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 3/2/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.