eshmunai.bsky.social
@eshmunai.bsky.social
Industrial control isn't about AI hype. It's about systems that work when models are wrong, sensors drift, and Murphy's Law applies.

#IndustrialAI #ReinforcementLearning #ModelPredictiveControl #ControlSystems #IndustrialAutomation #MachineLearning #SmartManufacturing
October 1, 2025 at 1:30 PM
Hybrid Intelligence: 95-100% performance. Mathematically stable. Actually deployable. Combines data-driven learning with control theory stability guarantees.

#IndustrialAI #ReinforcementLearning #ModelPredictiveControl #ControlSystems #IndustrialAutomation #MachineLearning #SmartManufacturing
October 1, 2025 at 1:30 PM
Pure DRL: Adapts to uncertainty. But can you trust it with million-dollar equipment? No formal safety guarantees when it matters most.

#IndustrialAI #ReinforcementLearning #ModelPredictiveControl #ControlSystems #IndustrialAutomation #MachineLearning #SmartManufacturing
October 1, 2025 at 1:30 PM