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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

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Youssef Hariri

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#large language models Open access Oct 2026

The Economics of Orchestration: Can Culturally-Composed Teams of Small Language Models Outperform Frontier Models at Equal Cost? A Cost-Matched Experiment on Business Solution Generation — Reproducibility Package

Reproducibility package for the paper 'The Economics of Orchestration'. Organizations deploying large language models face a budget choice: pay for a frontier model, or orchestrate cheaper models into a multi-step pipeline. Across three pre-registered studies (a 2x2x2 factorial over five LLM families and 19 business pr...

Youssef Hariri · 0 citations
#small language model Open access Sep 2026

Doing More with Less: How Cultural Personas Bridge the Cost-Performance Gap in LLMs

Cultural personas have emerged as a promising technique for enhancing creativity in Large Language Models, yet their effectiveness across different architectures, domains, and economic contexts remains poorly understood. This study provides a systematic evaluation of three cultural personas—Culture\_5 (innovator), Cult...

Youssef Hariri · 0 citations
#large language models Open access Sep 2026

Doing More with Less: How Cultural Personas Bridge the Cost-Performance Gap in LLMs

Cultural personas have emerged as a promising technique for enhancing creativity in Large Language Models, yet their effectiveness across different architectures, domains, and economic contexts remains poorly understood. This study provides a systematic evaluation of three cultural personas—Culture\_5 (innovator), Cult...

Youssef Hariri · 0 citations

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