AIHacker Noonabout 3 hours ago
Isolyne Detects Architectural Drift Without AI Hallucinations
5 min read
Isolyne, built for Shipaton 2026, detects silent architectural drift by analyzing developer disagreements. Prompt-based conflict detection with GPT-4 failed because LLMs hallucinated conflicts from casual banter and sarcasm. The system avoids AI hallucinations entirely.
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