This forum serves as a human–AI collaborative review space designed to enhance transparency, safety, and trust within the guidance system.
When users have questions, concerns, or disagreements with specific AI-generated suggestions, they may submit their cases through this forum module. Each submission is carefully categorized and matched with university professors, industry practitioners, or domain experts who possess relevant academic or professional expertise.
Through human review and expert feedback, the forum enables:
Validation or refinement of AI recommendations
Identification of contextual nuances that AI models may overlook
Continuous improvement of system accuracy, responsibility, and fairness
Rather than positioning AI advice as a final or authoritative answer, this forum reinforces the principle that AI guidance is advisory, not absolute. Users are encouraged to treat suggestions as informed references and to actively engage in dialogue when uncertainty arises.