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That Is Embarrassing: Why Frontier AI Still Makes Things Up, and What to Do About It

July 11, 2026

The best AI models still hallucinate. These hallucinations are sometimes funny, and sometimes cause actual damage. In this post we will consider recent tales of AI hallucinations, and then look under the hood to understand why they happen.

The post That Is Embarrassing: Why Frontier AI Still Makes Things Up, and What to Do About It appeared first on Towards Data Science.

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  • Long Context Isn’t Free — I Built a Safe Prompt-Pruning Layer That Makes LLM Systems Work
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