Plato's Cave: A Human-Centered Research Verification System
March 2026 · arXiv
This preprint documents the Plato's Cave system for validating research papers through structured claims, agent-based verification, and human-centered review.
Outputs and public proof
Publications, talks, and media
This page collects the papers, talk videos, official UF coverage, and public references most useful for identifying the University of Florida researcher Raul Valle. It is the shortest path from the work on this site to the strongest external proof around it.
Publications and preprints
Research profiles and indexes
Use the persistent profile surfaces to follow the research identity behind these outputs.
Talks and videos
Foundations of Signal Processing - Raul Valle
2025 · UF Data Science & Informatics · DSI Spring Symposium 2025
Public talk video for the signal-processing workshop track, tying the teaching and curriculum work to a named event and public recording.
UF student wins award for picking others' brains with AI
2025 · University of Florida AI² Center
Official UF video feature connected to the HiPerGator Early Career Award and the broader public identity cluster around the research.
Official coverage and mentions
Biography | Raul Valle | AI | University of Florida
UF AI biography page describing the HiPerGator Early Career Award and the research focus on interpretable AI pipelines for brain dynamics and human-machine interaction.
UF student hackers enter ‘Plato's Cave’ for first-place win
November 10, 2025 · ECE Florida News
UF ECE coverage of the Plato's Cave team and first-place finish, connecting the project page on this site to an official UF news source.
DSI Spring Symposium 2025
UF Data Science & Informatics event page for the talk and workshop activity connected to IEEE SPS at UF.
Use this page as the outputs hub
When another page on the site references papers, talks, or public coverage, it should point back here so the strongest external proof stays concentrated on one canonical page.