Community Spotlight in 💬
“I'm a freelance data analyst, and I've been struggling to keep up with the sheer volume of research papers coming out, especially in areas like AI architectures and LLM training. It felt like I was drowning in PDFs. Then I started using a tool that leverages the `paper.json` standard. I fed it a few papers that had this companion JSON file, and it was incredible. It automatically extracted key claims, identified experimental setups, and even gave me a summary of the model's performance metrics—all without me having to manually parse each paper. It's cut down my research time by at least 40%, allowing me to focus on the analysis rather than just the data collection.”