With the rapid development of network technology, college students are increasingly dependent on network technology in their learning process. However, excessive dependence on network technology learning may bring some negative impacts, such as decreased learning effectiveness and thinking, etc. This article explores the reasons and harms of college students’ excessive dependence on network technology learning from the perspective of critical philosophy of technology, and puts forward corresponding countermeasures and suggestions.