We understand the world through connections. When you learn something new, your brain doesn't file it away in isolation, it integrates it into existing knowledge, creating a web of relationships that gives meaning to individual facts. A data infrastructure provider recently shared with me that their metadata now signifacatlly outweighs their actual data, indicating that even in our information systems, relationships matter more than raw content. The internet is rich with these connections, but they're not always accessible or relevant. Now, as AI agents become primary consumers of web content, are we structuring our sites so these systems can build the same rich understanding that humans naturally create?

EVALUATING LLM PERFORMANCE ON SPECIALIZED TASKS¶

METRIC EVALUATION BEST PRACTICES