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CS240 AI Cheating Retrospective

Hacker News Top ↗ · 2026-09-30 Cached

A CS 240 instructor publishes a retrospective on AI cheating in their Spring 2026 C programming course, documenting clearly stated prohibitions on LLM use, the deployment of detection tools like Argus and MOSS, and the fallout from the incident.

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#code-detection

Dream at SemEval-2026 Task 13: SALSA for Single-Pass Machine-Generated Code Detection

arXiv cs.CL ↗ · 2026-06-25 Cached

This paper presents SALSA, a single-pass autoregressive LLM structured classification method for detecting machine-generated code, achieving strong OOD generalization at SemEval-2026 Task 13.

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