Shivani Tiwari

Medical AI Matched the Doctors. Are India's Hospitals Still Saying No?

By: Shivani Tiwari

Two studies show AI systems handling simulated cases at the physician level. Their researchers and Indian healthcare leaders still want a clinician responsible for every consequential decision.

India's AI Governance System Has a Coordination Problem

By: Shivani Tiwari

India can use existing law to address familiar legal wrongs involving AI. It still lacks common standards for testing systems, demonstrating that controls work and assigning responsibility.

Indian Companies Must Redesign Work as AI Deployment Accelerates

By: Shivani Tiwari

As AI agents take on more execution, managers must decide what software may do, how its work will be judged, and who remains accountable.

An AI Kill Switch Is Only Half the Control

By: Shivani Tiwari

The RBI wants financial institutions to stop faulty AI and keep essential services running. The harder task is building controls that can do both.

Indian IT's FDE Bet Will Not Be Proven by Headcount

By: Shivani Tiwari

India's IT firms are training thousands of forward-deployed engineers. Whether the model pays will depend on two measures

India's Data Center Boom Outruns Its Own Accounting

By: Shivani Tiwari

India has adopted global efficiency metrics but does not tie them to the decision that locks in resource demands for decades: where a data center is built.

The Quint

'I Lost My Junior in Satya Niketan Collapse. My PG Is Just 5 Buildings Away'

By: Shivani Tiwari

After the Satya Niketan building collapse right next to my PG, I keep wondering if the buildings around us are safe.

India's AI Boom Has a Human Supply Chain

By: Shivani Tiwari

Automation is reducing routine annotation and increasing demand for specialist evaluation, but India does not track whether workers are moving into higher-skill roles.

UN Rights Chief Warns Advanced AI Could Threaten Humanity

By: Shivani Tiwari

Volker Türk called for global red lines, independent checks and stronger safeguards as increasingly capable AI systems raise concerns over loss of control.

Why India's AI Training Ruling Leaves Sourcing Unsettled

By: Shivani Tiwari

The Delhi High Court's preliminary fair dealing ruling and Anthropic's $1.5 billion US settlement show why model training and data acquisition need to be assessed separately.