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Author

Muhammad Tukur

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Review Jul 2026

On AI Safety and Security Technical Debt in Engineering AI-Enabled Systems

AITD-MAP is introduced, an integrated framework that connects the AITD taxonomy, quality and risk impacts, and mitigation strategies into a unified structure for risk-aware AI engineering, and aims to assist AI software engineers in making AI safety and security technical debts visible, understanding their root causes, and mitigating their presence.

Muhammad Tukur, H. Adeyemo, Tao-An Chen et al. · 1 citation

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