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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Mahmoud Amiri

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2 papers indexed here

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#large language models Review Oct 2026

Energy constraints in large scale artificial intelligence and insights from human cognition for efficient large language models

Abstract Large-scale artificial intelligence (AI) systems, especially large language models (LLMs), face growing constraints related to energy use, power delivery, memory traffic, experimentation, and infrastructure capacity. These pressures are often studied separately, which makes it difficult to understand how they...

Mahmoud Amiri, Azadeh Mokari, Thomas Bocklitz · 0 citations
#artificial intelligence Jun 2025

Chunk Twice, Embed Once: A Systematic Study of Segmentation and Representation Trade-offs in Chemistry-Aware Retrieval-Augmented Generation

Chunk-level, Massive Text Embedding Benchmark (MTEB)-compatible retrieval benchmarks are constructed and medium-to-large chunks combined with fixed-token, recursive-token, or hierarchical-section chunking provide a practical starting point for the retrieval stage of chemistry-aware RAG.

Mahmoud Amiri, Thomas Bocklitz · 8 citations · ⚡1

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