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#education
2 articles exploring education. Expert insights and analysis from our editorial team.
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Articles
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AI Safety
Detecting AI Content in 2026: The Arms Race Nobody Is Winning
AI content detectors claim 99% accuracy but consistently fail in real-world conditions—flagging innocent students while missing actual AI use. Here's why the arms race has no winner, and what educators and publishers should do instead.
AI Engineering
Breaking the Spell of Vibe Coding: A Fast.ai Critique of AI-Assisted Development
Fast.ai's Rachel Thomas warns that unchecked AI-assisted coding creates 'dark flow'—a dangerous state where developers feel productive while producing unmaintainable code, with research showing AI tools can actually slow development by 19%.