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Maharashtra’s MARVEL: India’s First AI-Backed Law-Enforcement Entity In March 2024, the Government of Maharashtra formally approved the creation of a…
Introduction Dr. B.R. Ambedkar, the architect of the Indian Constitution, was not only a supporter of social justice but also…
Introduction Harassment in the workplace is defined as any unwanted behaviour motivated by a person’s race, gender, caste, religion, age,…
The Right to Life and Personal Liberty The right to life and personal liberty is universally accepted and is the…
Introduction The legal field is highly respected and important worldwide. Attorneys play a vital role in maintaining justice, upholding the…
Rejection A word heavy with pain, disappointment, and the sting of something lost before it could begin. Whether it’s a…
Introduction Mergers and Acquisitions (M&A) are key drivers of corporate strategy and economic growth. However, they are governed by a…
Forced Abortion “Forced Abortion” immediately brings to mind the dark era of Sanjay Gandhi’s sterilization drive—when government officials roamed villages…
Confidentiality in Indian Medical Ethics Confidentiality is a patient’s fundamental right. Disclosure—by design or default—to a third party that may…
Maharashtra’s MARVEL—Maharashtra Advanced Research and Vigilance for Enhanced Law Enforcement—is India’s first AI-driven, government-owned law enforcement entity. Launched in 2024 through a tripartite collaboration with IIM Nagpur and Pinaka Technologies, it pioneers predictive policing, facial recognition, and automated investigation support through modules like Crime-OS. Governed under a Special Purpose Vehicle (SPV) framework, MARVEL augments rather than replaces human policing, while raising new questions about data privacy, legal admissibility, and AI governance. As India’s criminal justice system integrates artificial intelligence, MARVEL offers a landmark case study in balancing innovation with constitutional safeguards.
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ISBN: 978-81-928510-0-6

