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A tribal hamlet’s tryst with AI-assisted tools

Updated - February 20, 2026 07:56 am IST - Limbuguda (Kumram Bheem Asifabad district) The Multipurpose Centre in Limbuguda, a tribal hamlet, in Telangana’s Kumram Bheem Asifabad district. | Photo Credit: P. Sridhar Tucked away in the north-eastern corner of Telangana, about 320 kilometres from the State capital Hyderabad, Limbuguda — a tiny Particularly Vulnerable Tribal Group (PVTG) hamlet in Kumram Bheem Asifabad district — is charting a new course for transformative change through the potential of Artificial Intelligence (AI).

A tribal hamlet’s tryst with AI-assisted tools

Credit: Thehindu

Key Highlights

  • But how did this tiny hamlet, surrounded by hilly terrain in the tribal heartland of Wankidi mandal bordering Maharashtra, shoot into prominence?
  • Limbuguda earned wide recognition for its prized possession — the Multipurpose Centre (MPC), equipped with AI-assisted learning tools.
  • In July last year, the MPC was set up in Limbuguda under the Pradhan Mantri Janjati Adivasi Nyaya Maha Abhiyan (PM-JANMAN) scheme at an estimated cost of ₹60 lakh.
  • AI-aided tools were introduced at the MPC to enhance learning outcomes among PVTG children.
  • Incidentally, the school dropout rate is high among PVTGs, whose population is estimated to be around 16,092 in Kumram Bheem Asifabad district.
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Sources

  1. A tribal hamlet’s tryst with AI-assisted tools

This quick summary is automatically generated using AI based on reports from multiple news sources. The content has not been reviewed or verified by humans. For complete details, accuracy, and context, please refer to the original published articles.

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