README.md

---
title: CLIFT
emoji: 🌿
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 · Salesforce AI Research.

[Paper](https://arxiv.org/abs/2610.06829) · [PDF](https://arxiv.org/pdf/2610.06829) · [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/`.