Sometimes We Resist AI for Good Reasons


In a classic, wood-paneled library, five serious-looking professionals (three female, two male) stand behind a long wooden table laden with books. A large, glowing red holographic screen hovers above the table, displaying 'AI: UNETHICAL BIAS - DATA SECURITY - LOSS THE CRITICAL THOUGHT' and icons representing ethical concerns. The scene conveys a thoughtful resistance to AI based on justified concerns. Generated by Nano Banana.
In an era where AI is rapidly integrating into all aspects of life, this image powerfully illustrates that ‘sometimes we resist AI for good reasons.’ It highlights critical concerns such as unethical biases, data security vulnerabilities, and the potential erosion of critical thought, underscoring the importance of cautious and principled engagement with artificial intelligence. Image (and typos) generated by Nano Banana.

Source

The Chronicle of Higher Education

Summary

Kevin Gannon argues that in crafting AI policies for universities, it’s vital to include voices critical of generative AI, not just technophiles. He warns that the rush to adopt AI (for grading, lesson planning, etc.) often ignores deeper concerns about academic values, workloads, and epistemic integrity. Institutions repeatedly issue policies that are outdated almost immediately, and students feel caught in the gap between policy and practice. Gannon’s call: resist the narrative of inevitability, listen to sceptics, and create policies rooted in local context, shared governance, and respect for institutional culture.

Key Points

  • Many universities struggle to keep AI policies updated in face of fast technical change.
  • Students often receive blurry or conflicting guidance on when AI use is allowed.
  • The push for AI adoption is framed as inevitable, marginalising critics who raise valid concerns.
  • Local context matters deeply — uniform policies rarely do justice to varied departmental needs.
  • Including dissenting voices improves policy legitimacy and avoids blind spots.

Keywords

URL

https://www.chronicle.com/article/sometimes-we-resist-ai-for-good-reasons

Summary generated by ChatGPT 5


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