e-Learning Ecologies MOOC’s Updates
From Socrates to AI: Guiding Students Through Questions, Not Answers
Forget giving students answers directly—today’s most effective learning happens when they are challenged to think for themselves. Tools like Gemini’s Guided Learning Mode demonstrate how AI can support this shift. Learning shouldn’t just be about memorizing facts or guessing the “right” response teachers expect. Instead, it should center on questioning, analyzing, and discovering solutions. AI can now facilitate exactly that, turning online study into an interactive dialogue that sharpens students’ reasoning.
Gemini doesn’t just give answers—it guides learners step by step (Heymans, 2025). For example, when studying a volcano eruption scenario, instead of telling the student the outcome, it asks questions that make them think critically:
Student: “I think the eruption will be explosive because the volcano is tall.”
AI: “Interesting. Could other factors affect how explosive it might be?”
Student: “Maybe the type of magma or trapped gases?”
AI: “Exactly! How could you observe or measure these to make a prediction?”
Student: “I could look at past eruptions or analyze magma samples.”
AI: “Great. What patterns or trends might tell you more about the risk level?”
Through this dialogue, students are not just learning facts—they are reasoning, reflecting, and connecting ideas. This mirrors Socrates’ classical method, where knowledge grows through questioning rather than memorization. In this approach, learners are guided to challenge assumptions, explore perspectives, and construct their own understanding (University, 2022).
For teachers, this illustrates how AI can extend learning beyond the classroom. Tools like Gemini provide opportunities for students to engage in self-directed inquiry at any time, encouraging curiosity and critical thinking outside scheduled lessons. By prompting learners to reflect, experiment, and question, AI makes education more interactive, engaging, and memorable than static resources like slides or textbooks (Ethan Mollick, Lilach Mollick, 2023).
Ultimately, integrating AI-driven dialogue into teaching practice helps shift education from rote recall toward meaningful discovery—where understanding develops through the process of reasoning, not simply receiving the answer.
References
Heymans, M. (2025). Guided Learning in Gemini: From answers to understanding. From Google The Keyword: https://blog.google/outreach-initiatives/education/guided-learning/
University, S. L. (2022). The Socratic Method of Teaching: What It Is, Its Benefits, and Examples. From Saint Leo University Blog: https://www.saintleo.edu/about/stories/blog/socratic-method-teaching-what-it-its-benefits-and-examples
Ethan Mollick, Lilach Mollick. (2023). Part 1: AI as Feedback Generator. From Harvard Business Impact: https://hbsp.harvard.edu/inspiring-minds/ai-as-feedback-generator