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The review aims to evaluate the integration of artificial intelligence in enhancing food packaging across its life cycle.

Artificial Intelligence for Food Packaging: A Life Cycle–Oriented Review of Material Performance, Functionality, Safety, and Sustainability

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Review analyzes AI applications in food packaging, linking material performance and safety to sustainability.

The review aims to evaluate the integration of artificial intelligence in enhancing food packaging across its life cycle.
Systematic analysis of peer-reviewed studies (2021-2025) from the Web of Science Core Collection.
Development of a life cycle-oriented framework connecting AI paradigms with six key domains in food packaging.
Assessment of AI's role in material design, optimization, quality prediction, safety assurance, labeling, and recycling.
AI can enhance efficiency and sustainability in food packaging systems.
Hybrid AI models demonstrate improved performance in complex systems.
AI applications support a shift toward adaptive packaging solutions that build consumer trust.

Huang et al. (2026) studied this question.

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