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Your Sentence Has a Secret Structure. Here’s How GPT Sees It.
Artificial Intelligence  Data Science  Latest  Machine Learning

Your Sentence Has a Secret Structure. Here’s How GPT Sees It.

Rohini Joshi
24 likes
March 2, 2026

Author(s): Rohini Joshi Originally published on Towards AI. Image Generated by ChatGPT The sentence “dog bites man” and “man bites dog” contain the exact same words. A Transformer without positional encoding would treat them as identical. Here’s how modern LLMs learn word …

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