| title: CLIFT | |
| emoji: 馃尶 | |
| colorFrom: green | |
| colorTo: gray | |
| sdk: static | |
| app_file: index.html | |
| pinned: false | |
| fullWidth: true | |
| short_description: Conformal self-verification for web agents | |
| tags: | |
| - arxiv:2610.06829 | |
| - web-agents | |
| - reinforcement-learning | |
| - conformal-prediction | |
| # CLIFT | |
| Project page for **CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling**. | |
| Yifan Zhang, Yutong Dai, Viraj Prabhu, Zhiyuan Hu, Ran Xu, and Zeyuan Chen 路 Salesforce AI Research. | |
| [Paper](https://arxiv.org/abs/2610.06829) 路 [PDF](https://arxiv.org/pdf/2610.06829) 路 [Source for reported results](https://arxiv.org/html/2610.06829v1) | |
| This is a static research project page. Content, figures, and numerical results are based on arXiv:2610.06829v1. Original figures are reused from the paper. No inference server or build step is needed. | |
| ## Host on Hugging Face | |
| Create a **Static** Space named `CLIFT`, then upload this folder's contents to the repository root, preserving `assets/`. The root must contain `README.md`, `index.html`, and `assets/`. | |
| The project URL for Daily Papers is the resulting `https://huggingface.co/spaces/<your-username>/CLIFT` page. Use its **Embed this Space** menu if you prefer the direct full-page app URL. | |
| ## Edit | |
| Edit `index.html`; all styling and JavaScript are included. The project has no external font, analytics, JavaScript library, or API dependency. Figure SVGs are in `assets/`. | |