According to the chapter, what are the six priorities for the future development of the AI-Driven Feedback System, and what specific features are included under each priority?

The six priorities for future development are: (1) ML Advanced Capabilities, adding deep learning, explainable AI, multi-classification, and automated hyperparameter optimization; (2) Improved Feedback Intelligence, adding natural language generation, adaptive learning, sentiment analysis, and a recommendation engine; (3) System Scalability and Integration, covering web architecture, enterprise integration, real-time data pipelines, and multi-tenancy; (4) Advanced Analytics and Visualization, including interactive dashboards, team analytics, predictive workforce planning, and benchmarking; (5) Security and Compliance, with user authentication, data privacy compliance, audit logging, and bias detection; and (6) User Experience Improvements, such as batch processing optimization, PDF export, a mobile app, and multi-language support.

According to the chapter, the future enhancements are grouped into six priorities. Priority 1, ML Advanced Capabilities, includes deep learning integration using neural networks such as LSTM and Transformer models for trend prediction and early warnings; explainable AI methods like SHAP and LIME for transparent individual predictions; multi-classification with five performance levels; and automated hyperparameter optimization through grid search or Bayesian optimization. Priority 2, Improved Feedback Intelligence, covers GPT-based natural language generation for tailored conversational feedback; reinforcement learning for adaptive feedback rules; sentiment analysis of employee communications to gauge morale and collaboration; and a recommendation engine to generate personal development plans. Priority 3, System Scalability and Integration, proposes migrating to a web application, building APIs and connectors for HRIS platforms such as Workday, SAP SuccessFactors, and BambooHR, adding real-time data pipelines, and implementing multi-tenancy support for SaaS deployment. Priority 4, Advanced Analytics and Visualization, includes interactive dashboards using tools like Plotly and D3.js, team performance analytics, predictive workforce planning with succession recommendations, and benchmark analysis against industry peers. Priority 5, Security and Compliance, recommends user authentication via OAuth 2.0 or SAML with role-based access control, compliance with GDPR and CCPA including data anonymization and consent management, audit logging, and algorithmic bias detection. Priority 6, User Experience Improvements, lists batch processing optimization with progress tracking and bulk export, professionally formatted PDF reports with branding, a companion mobile application for managers, and multi-language interface support for Spanish, French, German, and Chinese.