This release introduces usability and documentation improvements to the Bayesian Optimal Allocation (SPACE) application. Enhancements: Added contextual popup helper to improve user guidance within the interface. Expanded allocation description text to clarify interpretation of outputs. Minor UI refinements to improve clarity and workflow transparency. Technical Changes No modifications were made to the core Bayesian allocation algorithm. No changes to mathematical implementation or posterior updating procedures. This version improves interpretability and user experience while maintaining full backward compatibility with previous releases.