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Protocol: 2026_DEALS_CROWD • Auth: IAMHARSH
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TAG: #water
Exploring 2 technical reports and benchmarks related to water.

Appliances
AI Load Sensing: Reducing Water Consumption by 40%
Testing the neural network accuracy in determining textile weight and absorbency for optimized cycles.
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Appliances
Hard Water Softening via In-Line Ionization
Hardware-based magnetic and ionic softening to protect internal heating elements from scale buildup.
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