Upload 2 files

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+banner.png filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,11 +1,25 @@
 ---
 title: README
-emoji: 📉
-colorFrom: red
-colorTo: green
+emoji: ✅
+colorFrom: gray
+colorTo: blue
 sdk: static
 pinned: false
-short_description: Reproducible checks of influential papers
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+<img src="https://huggingface.co/spaces/checkpaper/README/resolve/main/banner.png" alt="CheckPaper" width="100%">
+
+We check the papers people are reading right now, and publish only what a reader can verify with a calculator or the original text.
+
+### What we publish
+
+- **Audits.** Weekly checks of trending papers, starting with Hugging Face Daily Papers. Each finding points to the exact table, figure or equation and shows the calculation behind it.
+- **RetractionBench** (coming soon). Retracted papers in their original form, with the error named in the retraction notice as ground truth. A public test of whether AI reviewers catch the errors that later led to retraction.
+
+### How we work
+
+1. A person verifies every finding before it goes public.
+2. Authors hear from us first and get 7 to 14 days to respond. Their reply is published next to the finding.
+3. We report specific inconsistencies: numbers, units, tables, statistics, citations.
+
+Check your own paper before you submit: [checkpaper.app](https://checkpaper.app)