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Reddit r/MachineLearningAugust 21, 2026

Safety critical systems (SCS) are the only real benchmark for ML systems. Thoughts? [D]

Excerpt

What are real-world safety critical systems (SCS)? A flight controller for a commercial airplane carrying 300 passengers. A braking system for a bullet train that operates at 320km/hour. A reactor protection system for nuclear power plant that serves millions of people. A piece of medical equipment that regulate certain bodily rhythm for a patient. A railway crossing system for a network involving dozens of trains in a large city. ... I believe that if ML systems, built off of LLM and NN based m