HomeKit Weekly: Shelly Flood Gen4 brings cable water leak detection to Apple Home via Matter

The Shelly Flood Gen4 uses a sensing cable to catch leaks anywhere. With Matter support, it’s the upgrade your laundry room ...

HomeKit Weekly: Why water leak sensors are still the most critical smart home upgrade for 2026

HomeKit leak sensors offer crucial protection. Learn why detection is a mandatory upgrade for 2026 to prevent costly water ...
IEEE

GSPO-LAD: A Graph Neural Network-Based Sensor Placement and Anomaly Detection in Water Distribution Systems

Abstract: AI-based sensor placement for anomaly detection in water distribution systems (WDS) enhances system reliability and efficiency. Advanced WDS are attractive targets for malicious actors who ...
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The Perils of Using AI to Replace Entry-Level Jobs

September 16, 2025, Opinion: "AI is reshaping work, but eliminating entry-level jobs is short-sighted. These roles are crucial for developing future leaders, fostering innovation, enriching ...
IEEE

Multiwavelength Optical Sensing of Water-Level Stratification in Closed Plastic Pipelines Using Signal Attenuation and CIR Analysis

Abstract: This article presents an optical sensing technique for estimating water-fill levels and stratification states inside closed plastic pipelines using multiwavelength visible light. Four LEDs ...