Navigating the Blurry Lines of Learning: Insights from AI and Online Education

Wai-Ling Fong

Hatched by Wai-Ling Fong

Sep 17, 2025

3 min read

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Navigating the Blurry Lines of Learning: Insights from AI and Online Education

In the digital age, the intersection of technology and education has never been more pronounced. As we grapple with the implications of AI tools like ChatGPT and the shifts necessitated by the Covid-19 pandemic, we uncover profound insights into the nature of learning, originality, and the pedagogical frameworks that shape our educational experiences. This exploration reveals that both AI and human learners face a journey characterized by initial imitation, ongoing dissatisfaction, and the quest for originality.

At first glance, ChatGPT presents a fascinating analogy for human learning. It rephrases and synthesizes vast amounts of information from the web, creating an illusion of understanding akin to a student who paraphrases the material rather than quoting it verbatim. This process of rephrasing can lead to a false sense of comprehension, obscuring the underlying mechanics of genuine learning. Just as a writer must navigate through unoriginal work to eventually produce something original, so too does an AI generate responses that reflect a mosaic of learned information rather than an authentic understanding. The illusion of knowledge in both cases stems from a struggle between rote memorization and the deeper engagement with material that leads to true understanding.

The act of writing is not merely about conveying ideas; it involves an intricate dance between dissatisfaction and resolution. Writers often experience an amorphous dissatisfaction with their first drafts, feeling the tension between their intentions and the limitations of their initial expressions. This dissatisfaction is not a flaw but rather a crucial part of the creative process. It drives writers to revise, refine, and ultimately articulate their original ideas more clearly. Herein lies a critical distinction: while AI can produce text, it lacks the emotional and intellectual engagement that comes from this human experience of dissatisfaction and growth.

In parallel, the Covid-19 pandemic has forced educators to adapt rapidly to online teaching, leading to a reevaluation of pedagogical approaches. Research into lecturers’ knowledge and self-efficacy highlights the importance of Technological Pedagogical Content Knowledge (TPACK) in promoting effective online education. Educators, much like writers, must draw from their experiences and insights to facilitate learning in a virtual environment. The transition to online education has prompted educators to blend technology, pedagogy, and content knowledge in innovative ways, fostering an environment where students can thrive despite the challenges posed by remote learning.

As we reflect on these themes, we can draw actionable insights for both writers and educators.

  1. Embrace the Process of Imitation: Understand that the initial stages of creativity, whether in writing or teaching, often involve imitation. Use this phase as a foundation for deeper engagement with the material, allowing it to inform and inspire your unique voice or teaching style.

  2. Cultivate Self-Reflection: Encourage ongoing self-reflection to navigate the feelings of dissatisfaction that arise during the creative process. For writers, this means revisiting drafts with a critical eye. For educators, it involves assessing teaching strategies and adapting them based on student feedback and personal experiences.

  3. Leverage Technology Mindfully: In both writing and online education, utilize technological tools as aids rather than crutches. Writers can use AI for brainstorming or refining ideas, while educators can employ digital platforms to enhance interactivity and engagement in their lessons. However, the human touch—empathy, understanding, and authenticity—remains irreplaceable.

In conclusion, the journey toward originality and effective teaching is fraught with challenges and moments of dissatisfaction. Yet, it is through these struggles that both writers and educators can cultivate a deeper understanding of their craft. By embracing the complexities of imitation, reflection, and technology, we can navigate the blurry lines of learning to create richer, more meaningful experiences for ourselves and those we teach.

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