AI Developers Rank Model Standardization as Top Benefit


Posted May 10, 2024 by EvansDataCorp

According to the latest AIML research, developers cite model standardization as the top benefit of using foundation models.

 
Santa Cruz, CALIF. (May 9, 2024) - Since their introduction to the general public a little more than a year ago, foundation models have been eagerly embraced by developers working in the AI space. According to Evans Data’s recently released AIML Development Survey report over three-quarters of AI developers have used foundation models in their AI projects. This survey of over 400 developers actively working on AI projects also found that model standardization was the top cited benefit of using foundation models.

However, the second most cited benefit was the ability to customize. Though the two top benefits may seem in conflict, foundation models actually offer a unique blend of standardization and customization, making them particularly powerful in the tech landscape. Standardization allows models to serve as a robust and consistent base for a wide range of applications, ensuring reliability and interoperability across different platforms and systems. This standard base ensures that developers have a solid, well-understood starting point for their work. On the other hand, customization capabilities allow these models to be fine-tuned and adapted for specific tasks or industries, providing the flexibility to meet unique needs and challenges. The ability to integrate with other AI techniques and model re-use were also rated highly.

Evans Data Corp's biannual AIML Development survey provides fresh data on current AIML development topics. It covers a wide array of current topics ranging from AI and machine learning in the cloud, Generative AI, Speech and Image Recognition, Frameworks, Workloads, and more . For an in-depth view of the topics addressed, view the full table of contents and more at https://evansdata.com/aiml.

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About Evans Data Corporation
Evans Data Corporation provides regularly updated IT industry market intelligence based on in-depth surveys of the global developer population. Evans' syndicated research includes surveys focused on developers in a wide variety of subjects.

Copyright 2024 Evans Data Corporation. All other company names, products and services mentioned in this document are the trademarks and property of their respective owners.

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Issued By Evans Data Corp.
Business Address 340 Soquel Ave, Santa Cruz, CA 95062
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Categories Research , Software , Technology
Tags artificial intelligence , model standardization
Last Updated May 10, 2024