The Problem

• Large language models often excel at knowledge recall but struggle with complex reasoning and multi-task understanding
• AI researchers and developers lack rigorous, reasoning-focused benchmarks
• Without proper evaluation, models may underperform in real-world, multi-domain applications
• Risk of deploying models that fail critical reasoning tasks, leading to poor user experience and costly errors