IIT Kanpur’s AI Family Score Could Transform Welfare Delivery

https://www.itvoice.in/wp-content/uploads/2026/09/ITVoice-Feature-Image-28.jpg

IIT Kanpur has demonstrated the potential of AI to help governments identify households that may require welfare support using data already available within government systems. The institute’s AI-powered Family Score system assesses the socio-economic conditions of households without requiring additional surveys, offering a faster and more cost-effective approach to welfare identification at scale.

Under the collaboration between IIT Kanpur and the Government of Andhra Pradesh, Phase 1 focused on testing whether AI could provide a reliable alternative to conventional household surveys for assessing socio-economic conditions. The findings indicate that an ensemble of AI models developed by IIT Kanpur can outperform conventional surveys in determining the socio-economic conditions of households, while requiring minimal cost and effort from the government. This approach addresses a key challenge in welfare delivery, identifying the right families at scale without the time, manpower and resources required for large-scale household surveys.

The findings were presented to Hon’ble...

Copyright of this story solely belongs to www.itvoice.in. To see the full text click HERE

Read more

https://cdn.mos.cms.futurecdn.net/UDsQLCikubZL5mvWZQ8auG-2000-80.jpg

Someone got Blu-ray's Dolby Atmos TrueHD sound working on the Apple TV 4K — but I'm not sure the elaborate system, that goes from Atmos to Apple's custom spatial audio system back to Atmos, is something I'll try myself

* For now you need to build the feature yourself on a Mac * Native Player delivers similar audio but isn't open source * Proposed as an extension to the Nuvio media player A clever developer has come up with a way to deliver lossless Dolby TrueHD movie soundtracks, complete with