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The Ghost in the Machine Was a Student Named Alex AI Detection 7 min
Dr. Sarah Chen Dr. Sarah Chen · 5 months ago

The Ghost in the Machine Was a Student Named Alex

Midway through the semester, Professor Anya Sharma noticed a strange pattern: identical, elegant bugs appearing in submissions from students who sat on opposite sides of the lecture hall. Her investigation, using tools that looked beyond raw similarity, revealed a new, distributed form of cheating that MOSS could never catch. This is the story of the "AI Proxy Ring."

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Your AI Detection Tool Is Lying to You About False Positives AI Detection 7 min
Alex Petrov Alex Petrov · 5 months ago

Your AI Detection Tool Is Lying to You About False Positives

AI code detection reports a 95% match. Your gut says it's wrong. You're probably right. This guide shows you how to move beyond the confidence score and conduct a forensic code review that separates AI-generated patterns from legitimate student work. We'll walk through three real student submissions from UC Berkeley's CS 61A course and show you exactly what to look for.

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