Brief Context
Context The DPIIT-led committee has released a working paper titled ‘One Nation, One License, One Payment: Balancing AI Innovation and Copyright’. About The DPIIT-led committee has recommended a “hybrid model” of compensation for use of copyrighted content in AI training. If implemented, India would become the only country to prescribe a statutory licensing regime for AI developers, with royalty rates prescribed by a government-appointed committee.
Source Content
Syllabus: GS2/Governance; GS3/Artificial Intelligence
Context
- The DPIIT-led committee has released a working paper titled ‘One Nation, One License, One Payment: Balancing AI Innovation and Copyright’.
About
- The DPIIT-led committee has recommended a “hybrid model” of compensation for use of copyrighted content in AI training.
- If implemented, India would become the only country to prescribe a statutory licensing regime for AI developers, with royalty rates prescribed by a government-appointed committee.
Its Key Features
- Aim: To protect the rights of IP holders (by having a compensatory model) and at the same time ensuring mandatory licensed access to quality datasets for AI developers.
- Mandatory Blanket Licence: All AI developers will be required to obtain a statutory blanket licence to use all lawfully accessed copyright-protected works for training AI systems.
- Statutory Remuneration Right for Creators: Creators and copyright holders will receive royalties mandated by law, instead of individually negotiated licensing deals.
- Creation of CRCAT (Copyright Royalties Collective for AI Training): A new umbrella body designated under the Copyright Act, 1957 will:
- Collect royalties from AI developers.
- Distribute them among classes of copyright holders.
- Act as a centralised facilitator for the blanket licence.
- The Centre will constitute a committee to determine the royalty rate.
- It will consist of senior government officers, senior legal experts, financial or economic experts, and technical experts with expertise in emerging technologies.
- A CRCAT member from and AI developers’ representative will also be part of the committee.
- Royalty Rates: The panel will set royalty rates, while ensuring that they are fair, predictable, and transparent.
- It will also review and adjust rates every 3 years, to reflect technological and market developments.
- Legal Relief: The rates set by the rate setting committee may be challenged before the court and would be subject to judicial review.
- Rejection of Voluntary Licensing: The committee rejects private, voluntary licensing agreements (e.g., OpenAI–AP deal) due to:
- High transaction costs,
- Unequal bargaining power,
- Risk of big companies monopolising licensing,
- Inadequate access to diverse training data.
- Prerequisite of Lawful Access: AI companies cannot bypass paywalls or technological protection measures using the mandatory licence. They must have lawful access to data.
- Retroactive Payments: It suggests retroactive payment of royalties in cases where copyrighted data has already been ingested into AI systems and also lays a framework for establishing burden of proof in related lawsuits.
Need for Such Model
- Infringement of Copyright Act: The AI training involves multiple acts of reproduction from downloading and storing works to generating temporary copies that raise clear infringement questions under India’s Copyright Act.
- Compensation to Copyright Holders: AI companies have non-discriminatory access to copyrighted work, there is a need that all copyright holders are compensated in an equitable way.
- Growing Scepticism: It comes amid growing scepticism of news publishers in several jurisdictions over concerns of copyrighted material being used for training foundational models, without permission or payment.
- Court Cases: Infringement has led to court cases where publishers have mounted a legal challenge against OpenAI over the unlawful utilisation of copyrighted material.
- Commercialised Use by AI Developers: Many AI Developers have built AI Systems which are commercially successful and generate huge revenues.
- In order to ensure fairness and accountability, such AI Developers must be required to pay royalties to copyright owners for past usage of their works.
Concerns Raised by Industry
- Concerns are being raised over the royalty rates fixed by a government-appointed panel.
- Companies argue that they should be allowed to discuss mutually beneficial licensing rates among themselves.
- It could lead to slowdown in AI development which ultimately harms India’s ambitions to build and scale indigenous AI capabilities.
- The implementation must be fair and scale-dependent; otherwise, it risks becoming an entry barrier for startups and further strengthening incumbents.
Conclusion
- It comes in the wake of soaring AI adoption, mushrooming AI startups and conflicts over the use of copyrighted content by AI developers.
- The government argues that a licensing framework allows domestic AI firms access to rich, copyright-protected datasets, reduces barriers to innovation and aligns with India’s broader goal of building sovereign AI capabilities.
Source: IE
Related LearnPro Resources
To revise AI–copyright Overhaul with ‘One Nation, One Licence, One Payment’ Model in a complete UPSC/JPSC/BPSC preparation flow, use these connected LearnPro resources:
- Daily Current Affairs - follow related daily current affairs updates.
- Daily Editorial - connect this issue with editorial analysis.
- Mains Answer Writing - practice answer writing around this theme.
- PYQ Papers - compare the topic with previous-year questions.
- UPSC Notes - revise the static syllabus background.
AI–copyright Overhaul with ‘One Nation, One Licence, One Payment’ Model FAQs
What is the main issue in AI–copyright Overhaul with ‘One Nation, One Licence, One Payment’ Model?
AI–copyright Overhaul with ‘One Nation, One Licence, One Payment’ Model should be understood through its immediate context, legal or policy background, responsible institutions and practical impact on governance. The topic is useful for General Studies because it links a current development with wider administrative and constitutional questions.
Why is AI–copyright Overhaul with ‘One Nation, One Licence, One Payment’ Model important for UPSC, JPSC and BPSC?
It can help aspirants prepare factual points for Prelims and analytical points for Mains. The issue can be linked with governance, rights, public policy, institutional accountability and state-level implementation depending on the exact syllabus area.
How should aspirants revise this topic?
First revise the facts and institutions mentioned in the article. Then connect the topic with the relevant syllabus heading, prepare 3-4 mains arguments, note one example for answer writing and compare it with related previous-year questions.
What should be avoided while writing an answer on this topic?
Avoid writing only a news summary. A good answer should explain background, causes, implications, challenges, institutional roles and a balanced way forward. Unsupported data and vague generic lines should also be avoided.
How can this topic be linked with state PCS preparation?
State PCS answers can use this topic by adding local governance, district administration, implementation capacity and citizen-service delivery angles, especially for Jharkhand, Bihar and other state-specific examples.
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