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Artificial Intelligence

Edge-computing silicon processors, localized model optimization, and neural networking hardware.

Essay stamped AI beside draft

ChatGPT Detectors: How They Work and Why They Get People Wrong

AI detectors do not detect AI. They measure statistical properties of text — predictability and variation — and infer authorship from them. That inference fails in specific, predictable ways that disproportionately harm non-native English speakers, and it is being used to make decisions with real consequences.

AI hallucination visualization

Why Does AI Hallucinate Answers?

AI models don't look things up — they predict the most statistically likely next word. That single fact explains why they can confidently make things up, and why the problem cannot be fully eliminated.