Deploy PaperBanana app

app.py

@@ -213,7 +213,7 @@ DESCRIPTION_MD = """\
 Paste your paper's methodology section + a caption, and PaperBanana's 5-agent pipeline
 (Retriever → Planner → Stylist → Visualizer → Critic) will generate a diagram for you.
 
-> Based on [*PaperBanana: Automating Academic Illustration for AI Scientists*](https://arxiv.org/abs/2505.23894) (Zhu et al., NeurIPS 2025).
+> Based on [*PaperBanana: Automating Academic Illustration for AI Scientists*](https://arxiv.org/abs/2601.23265) (Zhu et al.).
 """
 
 with gr.Blocks(