add Schank quote

demo/app.py

@@ -43,8 +43,11 @@ def create_app() -> gr.Blocks:
 Large Language Models (LLMs) rely on tools – sometimes provided by MCP servers – to interact with the outside world.
 Aileen 3 Core is an MCP server focused on **Information Foraging**: mining high-noise sources for novel insights and turning
 them into dense briefings you can consume quickly. Grounded in cognitive science, Aileen 3 models novelty as prediction error against
-explicit priors such as user expectations, facts from an AI Memory Bank, or media context. To that end, the Aileen 3 Core
-MCP server provides media access and analysis services backed by Google Gemini.
+explicit priors such as user expectations, facts from an AI Memory Bank, or media context.
+
+> **"Information is surprises. You learn something when things don’t turn out the way you expected."** ⸺ Roger Schank
+
+To that end, the Aileen 3 Core MCP server provides media access and analysis services backed by Google Gemini.
 
 This Space shows a small, notebook-style slice of that system so you can verify the core MCP server is reachable and working.