The Problem: Limitations in AI Reasoning

• Current AI benchmarks focus mainly on surface-level language understanding
• Researchers and developers struggle to evaluate deep logical reasoning and multi-step problem solving
• Without rigorous reasoning evaluation, AI models risk underperforming in complex real-world tasks
• Leads to slower AI advancement and potential deployment risks