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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

P. Mel'nikov

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2 papers indexed here

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Open access 2025

THE POTENTIAL OF AI AGENTS IN THE FIELD OF RELIABILITY AND QUALITY

Background. Automated generation of formal specifications remains a key task in formal software verification to improve its reliability, since manual code annotation is labor-intensive and error-prone. The aim of the study is to evaluate the quality of generated annotations and identify practical limitations of the app...

P. Mel'nikov, Andrey Tyugashev, V. N. Novikova · 0 citations
Open access 2025

INTEGRATION OF LOGIC-ORIENTED VERIFICATION WITH LARGE LANGUAGE MODELS INTO SOFTWARE DEVELOPMENT

Experimental evaluation shows that increasing the proportion of successful verifications requires additional model training, a broader context, and the integration of mutation and candidate selection operations, while practical limitations of the proposed hybrid approach when using small-class models are identified.

P. Mel'nikov, Andrey Tyugashev · 0 citations

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