still trying to make the leaderboard

app.py

@@ -66,8 +66,33 @@ def gradio_interface() -> gr.Blocks:
             with gr.TabItem("About", elem_id="boundary-benchmark-tab-table"):
                 gr.Markdown(
                     """
-                # Welcome to the Fusion Challenge!
-                Upload your plasma boundary JSON and select the problem type to get your score.
+                    ## About This Challenge
+
+                    **Welcome to the ConStellaration Leaderboard**, a community-driven effort to accelerate fusion energy research using machine learning.
+
+                    In collaboration with [Proxima Fusion](https://www.proximafusion.com/), we're inviting the ML and physics communities to optimize plasma configurations for stellarators—a class of fusion reactors that offer steady-state operation and strong stability advantages over tokamaks.
+
+                    This leaderboard tracks submissions to a series of open benchmark tasks focused on:
+
+                    - **Geometrically optimized stellarators**
+                    - **Simple-to-build quasi-isodynamic (QI) stellarators**
+                    - **Multi-objective, MHD-stable QI stellarators**
+
+                    Participants are encouraged to build surrogate models, optimize plasma boundaries, and explore differentiable design pipelines that could replace or accelerate slow traditional solvers like VMEC++.
+
+                    ### Why It Matters
+
+                    Fusion promises clean, abundant, zero-carbon energy. But designing stellarators is computationally intense and geometrically complex. With open datasets, reference baselines, and your contributions, we can reimagine this process as fast, iterative, and ML-native.
+
+                    ### How to Participate
+
+                    - Clone the [ConStellaration dataset](https://huggingface.co/datasets/proxima-fusion/constellaration)
+                    - Build or train your model on the provided QI equilibria
+                    - Submit your predicted boundaries and results here to benchmark against others
+                    - Join the discussion and help expand the frontier of fusion optimization
+
+                    Let's bring fusion down to Earth—together.
+
                 """
                 )