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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

Petri Ihantola

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Conference Aug 2026

Towards Ontology-Guided Requirements Quality Analysis: an LLM-Based Tool for EHR Systems

Systematic assessment of software requirements against standardized quality models remains a challenge in requirements engineering (RE), particularly in large-scale, critical, and regulated information systems. Large language models (LLMs) have been extensively studied in many RE tasks; however, grounding LLM-assisted...

L. Hellman, Petri Ihantola, T. Mikkonen et al. · 0 citations
#computer vision Conference Open access Feb 2026

Carbon-Aware Governance Gates: An Architecture for Sustainable GenAI Development

Carbon-Aware Governance Gates (CAGG), an architectural extension that embeds carbon budgets, energy provenance, and sustainability-aware validation orchestration into human-AI governance layers, is proposed.

M. Abbasi, T. Mikkonen, Petri Ihantola et al. · 0 citations
Open access Jul 2026

GenAI as an instant, readily available co-developer: redefining software design process for AI native hybrid work

This paper builds on earlier findings to propose a forward-looking vision of GenAI as an instant, readily available co-developer in hybrid software design and revisit documented challenges from an earlier study on hybrid collaboration.

Mahum Adil, I. Fronza, T. Mikkonen et al. · 0 citations

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