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Why ChatGPT Is More Than Autocomplete
Artificial Intelligence  Latest  Machine Learning

Why ChatGPT Is More Than Autocomplete

GSO1
33 likes
June 22, 2026

Author(s): GSO1 Originally published on Towards AI. Why ChatGPT Is More Than Autocomplete Figure by the author with assistance from Claude (Anthropic) Calling a large language model (LLM) like ChatGPT “autocomplete” is not exactly wrong, but it is deeply misleading. Most of …

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The Flow of Attention
Artificial Intelligence  Latest  Machine Learning

The Flow of Attention

GSO1
19 likes
June 17, 2026

Author(s): GSO1 Originally published on Towards AI. The Flow of Attention Introduction Picture an input prompt to a large language model as a cloud of points in a high-dimensional vector space E, one point for each token. As the model processes the …

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The Geometry of Attention: One Space, Two Operators
Latest  Machine Learning

The Geometry of Attention: One Space, Two Operators

GSO1
10 likes
March 2, 2026

Author(s): GSO1 Originally published on Towards AI. How two operators in one space reveal what four projections hide The goal of single-headed attention is to enhance the contextual awareness of a fixed token, or query, based on content from other tokens. This …

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