video1.0<iframe src="https://www.loom.com/embed/edea4fd8741c4167852fe786c97d0868" frameborder="0" width="1920" height="1440" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>14401920Loomhttps://www.loom.com14401920https://cdn.loom.com/sessions/thumbnails/edea4fd8741c4167852fe786c97d0868-87cc21761db72cc6.gif99.151In this video, I share insights from a survey revealing that 42% of a researcher's time is spent on work that never makes it into papers, which inspired us to create PaperTrail. As first-time hackers, we developed an agentic research platform equipped with tools like the ITI engine for generating project plans and the literature lens for understanding research gaps. Our data processor runs a core loop for efficient labeling and validation, while the Design Critic helps stress test experiment proposals. I encourage you to explore how these tools can streamline your research process and save valuable time.