Data Probes Unlocking LLM Potential: Why Data Probes Are the Future of AI Development Explore how data probes, synthetic sequences from known random processes, offer a systematic, resource-efficient way to understand how data impacts LLM performance, generalization, and robustness, bridging theory and practice.