#closed-loop-systems News & Analysis

2 articles tagged with #closed-loop-systems. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · 6h ago6/10

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MindClaw: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention

Researchers introduce MindClaw, a framework enabling robots to reason about human mental states in real-time and intervene with assistance only when genuinely helpful. The system extends Theory of Mind capabilities beyond offline recognition to closed-loop embodied assistance, outperforming direct vision-language model baselines by incorporating trigger-skill optimization for intervention calibration.

AINeutralarXiv – CS AI · 6h ago6/10

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CLSP-REQA: A Real-Time Quality-Aware Closed-Loop Seizure Prediction Framework with Mamba-BiLSTM and Confidence-Gated Intervention

Researchers introduce CLSP-REQA, a machine learning framework for seizure prediction that integrates real-time EEG quality assessment with a Mamba-BiLSTM neural network. The system achieves superior cross-patient and cross-dataset generalization on medical benchmarks while requiring fewer EEG channels than prior approaches, with direct compatibility for closed-loop neurostimulation devices.