🧠Long-Term Memory Tutor长期记忆辅导長期記憶輔導
"You made the same mistake on this problem type last week — remember the butterfly method?" Study Buddy remembers every wrong answer, every learning milestone, and uses past context to teach better, not just repeat.
"你上周在同一类问题上也犯了同样的错误——还记得蝴蝶法吗？" Study Buddy记住每一个错误答案、每一个学习里程碑，利用过往上下文进行更好的教学，而非简单重复。
"你上週在同一類問題上也犯了同樣的錯誤——還記得蝴蝶法嗎？" Study Buddy記住每一個錯誤答案、每一個學習里程碑，利用過往上下文進行更好的教學，而非簡單重複。
😊Emotion-Aware Learning情绪感知学习情緒感知學習
Detecting frustration from voice tone and facial expression, Buddy proactively suggests: "I can see you're getting frustrated — want to switch to a 2-minute math game to reset?" No pressure, no judgment.
Buddy通过语音语调和面部表情检测挫败感，主动建议："我看你有些沮丧——要不换个2分钟的数学游戏放松一下？" 没有压力，没有评判。
Buddy通過語音語調和面部表情檢測挫敗感，主動建議："我看你有些沮喪——要不要換個2分鐘的數學遊戲放鬆一下？" 沒有壓力，沒有評判。
📝Smart Error Notebook智能错题本智能錯題本
Snap a photo of a problem or say "I don't get this" — AI recognizes the question type, cross-references with the student's error history, and provides scaffolded guidance instead of just giving the answer.
拍下问题照片或说一声"这题我不会"——AI识别题型，关联学生过往错误历史，提供脚手架式引导而非直接给出答案。
拍下問題照片或說一聲"這題我不會"——AI識別題型，關聯學生過往錯誤歷史，提供腳手架式引導而非直接給出答案。
📊Weekly Progress Report每周进度报告每週進度報告
Every Monday, parents receive an AI-generated report: topics covered, accuracy trends, areas for improvement, and suggested reinforcement strategies. Transparent, never surveillance.
每周一家长收到AI生成的报告：涵盖知识点、准确率趋势、待提升领域及建议的强化策略。透明可见，绝非监视。
每週一家長收到AI生成的報告：涵蓋知識點、準確率趨勢、待提升領域及建議的強化策略。透明可見，絕非監視。
