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Top DEV Community News

OpenAI to begin testing ads on ChatGPT in the U.S. — REUTERS / Dado Ruvic

OpenAI · United States

OpenAI to begin testing ads on ChatGPT in the U.S.

55% Center coverage: 119 sources

OpenAI on Friday announced it will begin testing ads within ChatGPT in the coming weeks, a highly anticipated decision that could kickstart a lucrative new revenue stream for the artificial intelligence startup.See the Story

Amazon Launches New Europe-Based Cloud Service to Address User Concerns — REUTERS / Kylie Cooper

Amazon Web Services (AWS) · Germany

Amazon Launches New Europe-Based Cloud Service to Address User Concerns

65% Center coverage: 17 sources

I Traced a Single Prompt Through an LLM Engine to See How It Actually Works (Visual Breakdown)

Large Language Models (LLMs)

I Traced a Single Prompt Through an LLM Engine to See How It Actually Works (Visual Breakdown)

We all use the API. We send a JSON payload to /v1/chat/completions, wait a few hundred milliseconds, and get a magical response back. But as an engineer, the "Black Box" nature of AI bothered me. I wanted to understand the actual pipeline—not just the high-level theory, but the mechanical journey of the data. So, I visualized the life of a single prompt: "Write a poem about a robot." I traced it through Tokenization, Embeddings, Attention, and t…See the Story

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