$\texttt{YC-Bench}$: Benchmarking AI Agents for Long-Term Planning and Consistent Execution

1. 1Design a simulated environment to test AI agents' long-term planning
2. 2Implement a benchmarking framework to evaluate agents' performance over hundreds of turns
3. 3Task AI agents with managing a simulated startup over a one-year horizon
4. 4Evaluate agents' ability to adapt to delayed feedback and early mistakes

AI researchers and engineers working on LLM agents and autonomous systems can benefit from YC-Bench to evaluate and improve their agents' strategic decision-making capabilities

💡 YC-Bench provides a comprehensive evaluation framework for AI agents' strategic decision-making capabilities

💡 Introducing YC-Bench: a benchmark for evaluating AI agents' long-term planning & execution capabilities