# Machine Learning & Artificial Intelligence

Published articles for Machine Learning & Artificial Intelligence.

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## How Generative Recommenders Are Redefining RecSys at Scale

DevFeed: [How Generative Recommenders Are Redefining RecSys at Scale](<https://devfeed.tech/articles/how-generative-recommenders-are-redefining-recsys-at-scale-6841.md>)

Original publisher: [Read original article](<https://developer.nvidia.com/blog/how-generative-recommenders-are-redefining-recsys-at-scale/>)

Author: Elizabeth Goodman

Published: 2026-08-20T16:00:00Z

Content type: article

Language: en

Sources: [NVIDIA Developer](<https://devfeed.tech/sources/nvidia-developer.md>), [NVIDIA Technical Blog](<https://devfeed.tech/sources/nvidia-technical-blog.md>)

Topics: [recommendation systems](<https://devfeed.tech/topics/recommendation-systems.md>), [AI, ML & Data Engineering](<https://devfeed.tech/topics/ai-ml-data-engineering.md>), [Training AI Models](<https://devfeed.tech/topics/training-ai-models.md>), [Language models](<https://devfeed.tech/topics/language-models.md>)

Tags: [agentic-ai-generative-ai](<https://devfeed.tech/tags/agentic-ai-generative-ai.md>), [ai-inference](<https://devfeed.tech/tags/ai-inference.md>), [data-center-cloud](<https://devfeed.tech/tags/data-center-cloud.md>), [developer-tools-techniques](<https://devfeed.tech/tags/developer-tools-techniques.md>), [embedding](<https://devfeed.tech/tags/embedding.md>), [featured](<https://devfeed.tech/tags/featured.md>), [generative](<https://devfeed.tech/tags/generative.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [inference](<https://devfeed.tech/tags/inference.md>), [latency](<https://devfeed.tech/tags/latency.md>), [llms](<https://devfeed.tech/tags/llms.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [machine-learning-artificial-intelligence](<https://devfeed.tech/tags/machine-learning-artificial-intelligence.md>), [recommenders-personalization](<https://devfeed.tech/tags/recommenders-personalization.md>), [scale](<https://devfeed.tech/tags/scale.md>)

### AI overview

The article examines the shift toward generative recommender systems and the challenges of training and serving them at large scale.

### Source excerpt

Recommender systems (RecSys) are one of the most ubiquitous machine learning problems in the consumer internet industry yet notoriously difficult to train and...