伴鱼智学 vs Lingostar

About the PalFish Zhixue AI New Thinking Course The PalFish Zhixue AI New Thinking Course is a learning solution that uses mathematics as its foundation and combines expert-led instruction with an AI tutor. Integrating the principles of China’s New Curriculum Standards, systematic thinking training, and end-to-end one-on-one personalized guidance, the course helps children build a solid foundation, develop inquiry skills, and cultivate proactive learning habits and responsible AI literacy. Teaching Highlights “Three Bigs and One Real” Curriculum Framework The curriculum organizes knowledge around Big Concepts, builds coherent structures through Big Units, drives knowledge transfer through Big Tasks, and places learning and application in real-life contexts. Rather than simply memorizing solution methods, the course emphasizes how children can identify problems, form hypotheses, and verify conclusions. Expert-Led Courses + AI Tutor Course content is developed by subject-matter experts. Drawing on curriculum-standard interpretations, course knowledge, learning data, and question-bank resources, the AI tutor provides immediate, continuous, one-on-one interactive support—ensuring personalized guidance both in and beyond the classroom. Data-Driven Learning Closed Loop The program establishes a learning loop covering learn, explain, practice, assess, test, and review. It collects data from learning activities, exercises, assessments, and reviews to dynamically generate practice tasks and review plans, enabling continuous progress from knowledge mastery to skill transfer. Key Features AI One-on-One Interactive Lessons During lessons, students can ask questions at any time, select specific areas for help, review tutoring records, and receive personalized prompts. The AI tutor provides targeted guidance based on each child’s current level of understanding. Inquiry-Based Problem Solving Problem explanations follow a structured process: understanding the question, receiving strategic hints, reasoning step by step, summarizing key ideas, and applying the approach to similar problems. Instead of directly giving answers, the program encourages children to ask questions, think independently, and solve related problems. Precise Learning Analytics Learning data is analyzed across dimensions such as knowledge mastery, answer accuracy, study time, learning activities, practice, and assessments. This helps identify weak areas and provides a foundation for personalized learning decisions. Smart Practice and Review Planning Practice questions are selected based on each student’s learning profile, while memory algorithms determine the appropriate review content and pace. This makes practice, evaluation, and review more targeted and reduces inefficient repetition. Homework Planning and Automatic Grading Students can submit homework through photos or voice recordings. The system provides task planning, timed reminders, automatic checking, and error feedback, helping children develop efficient and organized homework habits. Multimodal Instant Q&A The platform supports text, voice, image, and video interactions. It can answer academic questions and provide targeted explanations about textbooks, real-life phenomena, and learning challenges. Three-Teacher Learning Support The AI tutor, homeroom teacher, and expert teacher support team work together to monitor each student’s progress. Through focus reminders, learning-progress communication, motivational feedback, and timely problem resolution, they provide sustained support for long-term learning.

Lingostar is an online 1-on-1 English learning platform for learners, featuring enrichment programs taught by qualified, native-speaking teachers to help learners improve communication skills, develop critical thinking, and build confidence. Users can create personal timetables from a wide choice of class times and teachers that best fit their needs. Our curriculum is built on world-renowned Oxford textbooks and bolstered by our interactive and gamified in-app activities to deliver an immersive and stimulating learning experience. Learners will fall in love with English learning and learn to think in English like a native speaker through exploring fun scenarios.