I Mapped 8.5 Million Research Papers. The Map Isn’t Even the Best Part.
I mapped 8.5 million research papers into an interactive WebGL atlas with LLM summaries, entity linking, and citation graphs. But the real value isn’t the visualization — it’s the MCP server that lets AI agents query the entire corpus. We’ve been so focused on helping humans read papers that we missed the bigger shift: agents that can navigate 8.5 million papers at once change what literature review even means.