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KIROI - Artificial Intelligence Return on Invest: The AI strategy for decision-makers and managers

KIROI - Artificial Intelligence Return on Invest: The AI strategy for decision-makers and managers

Start » Resilience-resistant AI (Glossary)
17 February 2025

Resilience-resistant AI (Glossary)

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The term „interruption-resilient AI“ originates from the fields of Artificial Intelligence, automation, and Industry 4.0. It denotes a special characteristic of modern AI systems: they are developed in such a way that they do not completely fail or lose their "learning progress" in the event of interruptions, such as power outages, network problems, or human intervention.

Imagine an automated production line that is optimally controlled using artificial intelligence. If there is a sudden power failure, an interruption-resistant AI can immediately resume work at the correct point after the power is restored. It therefore needs to store important information about its status and ongoing processes in such a way that a restart is possible without data loss or errors. Unlike conventional systems, complex workflows do not need to be reprogrammed or completely restarted from scratch.

This property makes interruption-resistant AI particularly valuable for businesses that rely on stable operations. For example, in industry, logistics, or critical infrastructure, it ensures higher product safety and efficiency, even when unexpected disruptions occur.

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