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AI use of original work: A reverse Robin Hood proposal

Mint New Delhi

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December 17, 2025

Last week, the Department for Promotion of Industry and Internal Trade (DPIIT) released a working paper on ‘Generative Al and Copyright, recommending a ‘hybrid model that it claims will balance the need to promote Al development with creator rights.

- RAHUL MATTHAN

It suggests that Al companies in India should pay a mandatory blanket licence fee (a percentage of their global revenue) for using copyrighted materials to train their models. It recommends the establishment of a body called the Copyright Royalties Collective for AI Training (CRCAT) that will collect licence fees from Al developers for distribution to registered creators through existing Collective Management Organisations (CMOs)..

While at first blush this might seem like an elegant solution, not only is this approach deeply flawed, it is likely to do more harm than good to the small creators it is supposed to protect.

To better understand this, let’s identify who the winners and losers are in this proposal. First, let’s consider the Al companies. They will now have to pay a licence fee, which, even if it is a small percentage, will likely be a significant amount since it will be based on their global revenue. However, since Al revenues are derived from subscription and usage-based fees, this is a cost that I expect will be largely passed on to consumers. Which means that, in the long run, this will probably have a minimal impact on their profitability. On the other hand, the proposal shields AI companies from copyright lawsuits, which means that, for a small fee (much of which they can pass on), Al firms can eliminate a significant legal risk to their business model. They are clearly net winners.

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