Stories by scaledsystems

Language Is Cognitive Exhaust: How AI Reconstructs Thought from Text [pdf]

Model Drift in AI Systems: A Framework for Detection, Auditing, and Mitigation [pdf]

Why do LLM outputs get worse even when metrics stay stable? [pdf]

Why Retrieval-Augmented Generation Still Gets Meaning Wrong [pdf]

Why do language models feel worse even as benchmarks improve? [pdf]

The Compression Paradox in AI: Meaning Breaks Before Models Hallucinate

The Failure Mode That Lets AI Keep Going Without Ever Fixing Itself