Currently, when a bug is rejected and a tester disputes the decision, if the dispute is not reviewed before the test cycle is archived, the bug status remains unchanged, even if the dispute is later accepted. This delays fair recognition of valid bug reports and may demotivate testers. To improve this, I suggest incorporating AI into the dispute resolution process to ensure disputes are handled as quickly as possible while the cycle is still active. AI can help by: Automating Initial Dispute Review: AI can assess disputes based on predefined parameters, such as past similar cases, tester reputation, and project guidelines. Prioritizing Urgent Disputes: AI can flag unresolved disputes nearing cycle closure for faster human review. Reducing Human Workload: AI can handle straightforward cases while forwarding complex ones to moderators, ensuring efficiency. This change would improve fairness, maintain tester motivation, and enhance the overall quality of reported bugs. I hope you consider this improvement, and I would love to hear your thoughts on it. Best regards, DeoTechie.