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IIT Mandi Scholar Builds “SpectraOral,” an AI Tool Aiming to Support Early…

The Hidden Price of “Free Intelligence”

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IIT Mandi Scholar Builds “SpectraOral,” an AI Tool Aiming to Support Early Oral Lesion Screening

Nio
by Nio0
Ahmedabad, Gujarat | October 12, 2025 — Nikunj Vaghasiya, a Minor student in Artificial Intelligence & Data Science (CCE) at IIT Mandi, and Founder of Softcodex, has developed SpectraOral—an AI-powered tool designed to assist in early identification of oral lesions and abnormalities using deep learning and image-based analysis. Oral cancer......

The Hidden Price of “Free Intelligence”

Nio
by Nio0
Meta: AI feels free, but the real cost is trust, attention, and accountability. Here’s how to pay the right price. We’ve never had so much intelligence available on demand—summaries, code, designs, strategy, even emotional support. And yet, the strange part is this: the cheaper intelligence becomes, the more expensive trust......