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Gaurvendra Pundhir
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AI in Education

Presenting AI-Powered Virtual Labs at SME MineXchange

What it meant to present the Virtual Labs ecosystem at SME MineXchange 2026 and where the work is heading next.

March 1, 2026 1 min read
SMEVirtual LabsRAGMining Education

Presenting at SME MineXchange 2026 was an opportunity to bring our mining education work to a broader technical and outreach audience.

The session focused on advancing mining education through AI-powered Virtual Labs: a growing ecosystem of interactive stations designed to make mining concepts more accessible, engaging, and classroom-ready.

The ecosystem

The Virtual Labs direction includes stations around ore formation, metallurgy, reclamation, exploration, filtration, lunar mining, and interactive student support.

A key part of the vision is a school-specialized AI chat layer embedded into the learning experience. The goal is to use curated sources, provenance, and adaptive guidance to help students ask better questions and receive context-aware explanations.

The product challenge

The challenge is not only technical accuracy. The challenge is experience design: students need hints, teachers need trust, and the system needs to support learning without becoming a black box.

What I learned

A strong education product does not replace the educator. It gives the educator a stronger environment to teach inside.