Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems

Generative AI (GenAI) has emerged as a transformative technology, demonstrating remarkable capabilities across diverse application domains. However, GenAI faces several major challenges in developing reliable and efficient GenAI-empowered systems due to its unpredictability and inefficiency. This paper advocates for a paradigm shift: future GenAI-native systems should integrate GenAI's cognitive capabilities with traditional software engineering principles to create robust, adaptive, and efficient systems.

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Publication Details

Published
2025-10-09
DOI
https://doi.org/10.1145/3759429.3762620
Citations
3
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
12.51
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article

Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems

Frederik Vandeputte
3 citations
Scientific Computing and Data Management
12.51
article

Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems

Frederik Vandeputte
article en
3 citations

Abstract

Generative AI (GenAI) has emerged as a transformative technology, demonstrating remarkable capabilities across diverse application domains. However, GenAI faces several major challenges in developing reliable and efficient GenAI-empowered systems due to its unpredictability and inefficiency. This paper advocates for a paradigm shift: future GenAI-native systems should integrate GenAI's cognitive capabilities with traditional software engineering principles to create robust, adaptive, and efficient systems.

Nokia (Belgium) (BE)
Openalex Percentile: Top 2%
Scientific Computing and Data Management
12.51
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Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems — Frederik Vandeputte · (2025) | TGRS Research Map | TGRS