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Subject: e-Governance

  • PBSHABD: Prasar Bharati’s Trusted News for India’s Newsrooms

    PBSHABD: Prasar Bharati’s Trusted News for India’s Newsrooms

    Why in the News?

    • PBSHABD is Prasar Bharati’s free, multimedia news feed service, launched on 13 March 2024 by the Ministry of Information and Broadcasting (MIB).
    • It provides registered media organisations with ready-to-use news content in 15 Indian languages and five formats.

    Key Highlights

    • PBSHABD stands for Prasar Bharati – Shared Audio-Visuals for Broadcast and Dissemination.
    • Launched: 13 March 2024, New Delhi.
    • Free access extended up to March 2027.
    • User base: 3,600 media organisations.
    • Content available in: Text, Video, Audio, Photographs, and Infographics
    • Content available in 15 Indian languages and nearly 50 news categories.
    • Users include media organisations, digital publishers and content creators.
    • Content can be used without a Prasar Bharati logo or credit line.

    Prasar Bharati

    • Prasar Bharati is India’s public service broadcaster.
    • Created under the Prasar Bharati Act, 1990.
    • Corporation came into existence on 23 November 1997.
    • Its two constituents are:
      • Akashvani
      • Doordarshan
    • Its mandate includes a fair and balanced flow of information in the public interest.

    Evolution: PBNS to PBSHABD

    • PBNS (Prasar Bharati News Service) initially functioned as an internal news wire for Prasar Bharati’s editorial teams.
    • In March 2024, PBSHABD expanded this infrastructure into a multimedia news-sharing platform.
    • PBSHABD provides ready-to-use content to external registered media organisations.
    • PBSHABD 2.0 is planned with new product lines and improved delivery.

    News Gathering and Editorial Network

    • More than 1,500 reporters, correspondents and stringers contribute to the news pipeline.
    • 60 dedicated editorial desks operate round the clock.
    • Akashvani News:
      • 46 Regional News Units + 1 Headquarters
      • 607 bulletins daily in 92 languages and dialects.
    • Doordarshan News:
      • 31 Regional News Units + 1 Headquarters
      • 145+ bulletins in more than 22 languages and dialects.

    Editorial Verification

    • PBSHABD uses multiple layers of editorial checks before dissemination.
    • The service maintains safeguards against:
      • Fake content
      • Morphed content
      • Manipulated content
      • Unverified online material
    • Stories are timestamped, datelined and captioned to identify when and where developments occurred.

    Who Can Register?

    • Newspapers and journals: Valid RNI certificate.
    • Television and radio stations: Valid uplink and downlink certificates.
    • Digital publishers: Copy of PAN.
    • Each organisation receives one login, which can be shared within its newsroom.

    Prelims Quick Revision

    • Prasar Bharati Act: 1990.
    • Prasar Bharati came into existence: 23 November 1997.
    • Constituents: Akashvani and Doordarshan.
    • PBSHABD launched: 13 March 2024.
    • PBSHABD provides 5 content formats in 15 Indian languages.
    • Current user base: 3,600 media organisations.
    • Free access extended up to March 2027.
    • News network: 1,500+ field personnel and 60 editorial desks.
    • PBSHABD 2.0 is planned for expanded products and improved delivery.

    UPSC Prelims Trap

    • Prasar Bharati Act was enacted in 1990, but Prasar Bharati came into existence in 1997.
    • PBNS was primarily an internal news wire, whereas PBSHABD is a multimedia news-sharing platform for registered external media users.
    • PBSHABD is not limited to text news: it provides text, video, audio, photographs and infographics.
    • PBSHABD was launched in 2024, not 1997. Prasar Bharati itself dates to 1997.
  • WAVES OTT and MyWAVES: From Public Broadcasting to Public Participation

    WAVES OTT and MyWAVES: From Public Broadcasting to Public Participation

    Why in the News?

    • Prasar Bharati’s WAVES ecosystem is expanding digital public broadcasting through WAVES OTT, MyWAVES and Gems of India, linking public broadcasting with India’s creative economy.

    Key Highlights

    • WAVES OTT launched on 20 November 2024 by Prasar Bharati.
    • Launched at the 55th International Film Festival of India (IFFI) in Goa.
    • Currently has 1.2 crore registered users, 1.5 crore+ downloads and 24,000+ titles.
    • Content available in 26+ languages; interface supports 10+ languages.
    • Reaches audiences in 130+ countries.
    • Offers 140+ TV channels and 220 radio services.
    • Carries all 35 Doordarshan satellite channels.
    • Provides 15,000 hours of content.
    • Content includes entertainment, education, news, culture, archives, e-books, magazines and live broadcasts.

    WAVES OTT

    • A public-service OTT platform of Prasar Bharati.
    • Combines television, radio, streaming, learning and digital publications.
    • Key objectives:
      • Wider digital access
      • Cultural preservation
      • Linguistic diversity
    • Unlike commercial OTT platforms, it integrates information, education, culture, news and selected entertainment.

    MyWAVES

    • Launched on 23 March 2026 within WAVES OTT.
    • Enables citizens to create, upload and share original content.
    • Supports:
      • Short videos
      • Vertical videos
      • Episodic content
    • Supports participation in programmes such as the Create in India Challenge.
    • Aims to provide greater visibility to regional creators and local talent.

    Gems of India Challenge

    • Pilot launched on 21 July 2026 across 6 States/UTs.
    • Submissions accepted from 1-31 August 2026.
    • Videos had to be 1-3 minutes long.
    • Focus areas include:
      • Culture and heritage
      • Tourism and nature
      • Folk traditions and festivals
      • Handicrafts and handlooms
      • Regional cuisine
      • Local personalities and innovations
    • Expected to expand across all States and Union Territories.

    WAVES Summit

    • World Audio Visual and Entertainment Summit (WAVES) is India’s global platform for the media and entertainment sector.
    • First edition held in Mumbai, 1-4 May 2025.
    • Covered broadcasting and infotainment, AVGC-XR, digital media and films.
    • WAVES 2025:
      • 100+ countries
      • 10,000+ delegates
      • 1,000 creators
      • 300+ companies
      • 350+ start-ups
      • 1 lakh+ participants
    • WAVES Declaration adopted by 77 countries.
    • WAVES Bazaar generated ₹1,328 crore in business transactions.

    Prelims Quick Revision

    • WAVES OTT – launched 20 November 2024.
    • MyWAVES – launched 23 March 2026.
    • Gems of India pilot – launched 21 July 2026.
    • WAVES OTT has 1.2 crore registered users and 1.5 crore+ downloads.
    • WAVES OTT reaches 130+ countries and offers content in 26+ languages.
    • WAVES OTT carries 35 Doordarshan satellite channels.
    • WAVES Summit 2025 was held in Mumbai, 1-4 May 2025.
    • WAVES Declaration was adopted by 77 countries.

    UPSC Prelims Trap

    • WAVES OTT vs MyWAVES: WAVES OTT is primarily the public-service digital broadcasting platform, while MyWAVES enables citizen-generated content.
    • WAVES vs WAVES OTT: WAVES refers to the broader World Audio Visual and Entertainment Summit/ecosystem, while WAVES OTT is the Prasar Bharati digital platform.
    • Gems of India is a MyWAVES initiative, not a separate OTT platform.
    • Do not confuse WAVES OTT’s 35 Doordarshan satellite channels with its 140+ television channels overall.
  • TRAI Telecom Consumer Protection (Thirteenth Amendment) Regulations, 2026

    TRAI Telecom Consumer Protection (Thirteenth Amendment) Regulations, 2026

    Why in the News?

    • The Telecom Regulatory Authority of India (TRAI) released the Telecom Consumer Protection (Thirteenth Amendment) Regulation, 2026 on 22 September 2026.
    • The amendment aims to improve availability of affordable Voice-and-SMS-only Special Tariff Vouchers (STVs), particularly for low-income consumers.

    Key Highlights

    • Draft released for consultation: 7 April 2026.
    • Stakeholder responses: 1,132.
    • Open House Discussion (OHD): 15 June 2026.
    • Amendment follows limitations observed after implementation of the TCPR Twelfth Amendment, 2024.
    • Concern: Limited availability of Voice-and-SMS-only STVs, with options concentrated around longer validities.
    • Objective: Provide consumers with affordable shorter-duration recharge options.

    Special Tariff Vouchers (STVs)

    • Telecom service providers must offer Voice-and-SMS-only STVs with appropriate tariff reduction.
    • Such STVs must be available for:
      • Every validity period of 30 days or less corresponding to STVs offered for Voice, SMS and data.
      • Monthly validity, renewable on the same date every month.
      • If that date does not exist in a particular month, renewal will occur on the last date of that month.
      • At least one STV with validity longer than the above periods, corresponding to the validity of STVs offered for Voice, SMS and data.

    Consumer Significance

    • Provides greater choice and flexibility to consumers.
    • Particularly benefits low-income consumers.
    • Enables consumers to recharge according to their requirements and financial capacity.
    • Benefits consumers who prefer Voice and SMS without bundled data.
    • Addresses the limited availability of shorter-validity Voice-and-SMS-only plans.

    Prelims Quick Revision

    • Regulator: TRAI.
    • Amendment: Telecom Consumer Protection (Thirteenth Amendment) Regulation, 2026.
    • Released: 22 September 2026.
    • Draft consultation: 7 April 2026.
    • Stakeholder responses: 1,132.
    • OHD: 15 June 2026.
    • Focus: Voice-and-SMS-only STVs.
    • Key provision: STVs corresponding to 30 days and shorter validity periods, monthly renewable validity, and at least one longer-validity STV.

    UPSC Prelims Trap

    • The amendment concerns STVs, not general telecom tariff regulation.
    • The focus is specifically on Voice-and-SMS-only STVs, particularly for consumers who do not require bundled data.
    • TRAI is the authority that finalised the amendment after stakeholder consultation.
    • For monthly validity, if the corresponding calendar date is unavailable, renewal occurs on the last date of that month.
  • Ten years later, looking back and ahead at GeM

    Why in the News

    The Government e-Marketplace (GeM) completed 10 years, connecting around 1.37 lakh government buyers with 25 lakh sellers/service providers and achieving nearly ₹20 lakh crore cumulative Gross Merchandise Value (GMV).

    What is GeM?

    • GeM: Government e-Marketplace.
    • Launched on 9 August 2016.
    • A digital platform for government procurement of goods and services.
    • Replaced the Directorate General of Supplies and Disposals (DGS&D).
    • Integrates product discovery, bidding, contract award and payment.

    How does GeM Improve Procurement?

    1. End-to-end digitisation: Covers the complete procurement cycle.
    2. Transparency: Creates an auditable digital trail.
    3. Reduced discretion: Limits face-to-face interaction and scope for favouritism.
    4. Single window: Simplifies registration and standardises procurement.
    5. Inclusion: Gives Micro and Small Enterprises (MSEs), start-ups and women-led firms direct access to government buyers.

    What Does the Data Show?

    • Cumulative GMV: About ₹20 lakh crore.
    • Buyers: 1.37 lakh.
    • Sellers/service providers: 25 lakh.
    • Categories: 10,644 product and 350 service categories.
    • MSEs: Around 60% of orders by volume and over 45% of GMV.
    • Measured benefit: IIT Delhi study estimated ₹86,571.69 crore in benefits over the last three financial years through price and process efficiencies.

    What Problems Does GeM Address?

    • Reduces corruption and procurement discretion.
    • Improves Ease of Doing Business (EoDB) for suppliers.
    • Expands opportunities for MSMEs and start-ups.
    • Enables faster procurement.
    • Promotes competitive prices and better use of public funds.
    • Supports domestic manufacturing and Atmanirbhar Bharat.

    What is Public Procurement?

    • Public procurement is the process through which government bodies purchase goods, works and services using public funds.
    • Core principles: Transparency, Fair competition, Non-discrimination, Value for money, and Accountability

    Challenges

    1. Quality assurance: Risk of substandard products in a large digital catalogue.
    2. MSME payment delays: Delayed payments affect working capital.
    3. Bid rigging: Cartelisation can undermine competition.
    4. Digital divide: Smaller sellers may lack connectivity or digital skills.
    5. Grievance redress: Delays in resolving quality, delivery and payment disputes.
    6. Cybersecurity: Concentration of procurement data increases cyber risks.

    Back2Basics: GeM

    • Full form: Government e-Marketplace.
    • Launch: 9 August 2016.
    • Nodal Ministry: Ministry of Commerce and Industry.
    • Predecessor: DGS&D, Directorate General of Supplies and Disposals.
    • Purpose: Transparent and efficient government procurement.
    • Users: Government buyers, sellers and service providers.
    • Focus: Particularly beneficial for MSMEs, start-ups and women entrepreneurs.

    Government Initiatives

    • Public Procurement (Preference to Make in India) Order, 2017: Preference for domestically manufactured goods.
    • Public Procurement Policy for MSEs, 2012: Procurement preference for Micro and Small Enterprises.
    • Vivad se Vishwas for MSMEs: Relief mechanism for eligible MSME contractual disputes.
    • TReDS: Trade Receivables Discounting System, helping MSMEs obtain liquidity against receivables.

    [2025, GS2, 10 marks] E-governance projects have a built-in bias towards technology and back-end integration than user-centric designs. Examine.”

  • Parliamentary panel questions Meta and threatens Section 79 safe harbour

    Why in the News?

    The Parliamentary Standing Committee on Communications and Information Technology questioned Meta over the temporary removal of the Prime Minister’s Facebook post and warned of withdrawing safe harbour protection under Section 79 of the Information Technology Act, 2000.

    What is Section 79?

    • Grants safe harbour protection to intermediaries, shielding them from liability for third-party content.
    • Applies only if intermediaries:
      • Follow due diligence requirements.
      • Do not create or modify user content.
      • Comply with lawful government or court directions.

    Who is an Intermediary?

    • An entity that stores or transmits third-party content, such as Social media platforms, Internet Service Providers (ISPs), and Search engines
    • Hosts user-generated content without being its author.

    Key Findings

    • A Prime Ministerial Facebook post was temporarily restricted.
    • The Parliamentary Committee sought:
      • An explanation and audit trail from Meta.
      • Assurance against future recurrence.
    • The issue revived the debate on intermediary liability and platform accountability.

    Challenges

    • Withdrawal of safe harbour may encourage excessive content removal.
    • Risks chilling free speech and legitimate dissent.
    • Platforms cannot realistically pre-screen billions of posts.
    • Balancing accountability with freedom of expression remains difficult.

    Back2Basics

    • Information Technology Act, 2000: Governs cyber laws and intermediary liability in India.
    • IT Rules, 2021: Prescribe due diligence obligations for intermediaries.
    • Shreya Singhal v. Union of India (2015): Supreme Court held that content takedown under Section 79 generally requires a court order or government notification.

    [2017] In India, it is legally mandatory for which of the following to report on cyber security incidents?

    1. Service providers

    2. Data Centres

    3. Body corporate.

    Select the correct answer using the code given below:

    (a) 1 only

    (b) 1 and 2 only

    (c) 3 only

    (d) 1, 2 and 3.

  • CPGRAMS Report for States/UTs (June 2026)

    Why in News?

    The Department of Administrative Reforms and Public Grievances (DARPG) released the 47th monthly report on the Centralized Public Grievance Redress and Monitoring System (CPGRAMS) for States/UTs for June 2026.

    Key Highlights

    • Public Grievances Received: 96,190
    • Grievances Redressed: 93,170
    • Pending Cases (30 June 2026): 2,16,032
    • 23 States/UTs have over 1,000 pending grievances.
    • Uttar Pradesh recorded the highest disposals (31,460), followed by Maharashtra (7,619).

    CPGRAMS

    • CPGRAMS is an online grievance redress platform of the Government of India.
    • Developed and monitored by DARPG.
    • Enables citizens to submit and track grievances against government departments.
    • Integrated with over 5 lakh Common Service Centres (CSCs) through 2.5 lakh Village Level Entrepreneurs (VLEs).

    Sevottam Scheme

    • Capacity-building initiative to improve public service delivery and grievance redress.
    • FY 2022-23 to FY 2026-27 (till June): 1,196 training programmes conducted. Around 39,509 officers trained.

    Other Highlights

    • 83,544 new users registered on CPGRAMS in June 2026.
    • Feedback Call Centre collected 75,318 feedbacks, including 33,092 from States/UTs.
    • 6,262 grievances were registered through CSCs.
    • A dedicated Review Module for senior-level monitoring has been operational since 6 June 2025.

    Prelims Facts

    • DARPG: Department under the Ministry of Personnel, Public Grievances and Pensions.
    • CPGRAMS: National online portal for public grievance redressal.
    • Sevottam Scheme: Focuses on improving service delivery and grievance redress mechanisms in government.

    [2021] With reference to the Union Government, consider the following statements:
    1. N. Gopalaswamy Iyengar Committee suggested that a minister and a secretary be designated solely for pursuing the subject of administrative reform and promoting it.
    2. In 1970, the Department of Personnel was constituted on the recommendation of the Administrative Reforms Commission, 1966, and this was placed under the Prime Minister’s charge.
    Which of the statements given above is/are correct?

    [A] 1 only

    [B] 2 only

    [C] Both 1 and 2

    [D] Neither 1 nor 2

  • Why India must modernise the way the government publishes laws and regulations 

    Why in the News?

    India’s legal publishing system still runs on PDF-based gazettes, a format created in the early 1990s, forcing citizens, lawyers and even courts to search scattered notifications to determine which provisions of law are actually in force. In one documented case, sections of a 2005 amendment to the Code of Criminal Procedure remained unnotified and legally void for more than two decades without public knowledge. This exposes a gap between the constitutional promise that laws be knowable in advance and the administrative reality of an opaque, print-oriented publishing format.

    Why must a law be knowable before it can be enforced?

    1. Historical precedent: Mahatma Gandhi’s first act against the 1906 Transvaal “Black Act” was to translate and publish the ordinance in full in Indian Opinion, so that Indians could read exactly what was being done to them.
    2. Underlying principle: A community cannot defend its rights against a law it cannot read.
    3. Constitutional expectation: Bills before Parliament or a State Assembly are meant to be made known to the people in advance of enactment.
    4. Practical breach: Bills are often not placed in the public domain before they are introduced.
    5. Judicial dimension: The judiciary is expected to know the state of the law it adjudicates, which presupposes that the state of the law is discoverable.

    Where does India’s legal publishing system actually fail?

    1. Fragmentation: Laws governing citizens include Acts and their amendments, rules, regulations, BIS standards, road standards, circulars and municipal bylaws.
    2. No single source: There is no single place to find out what the law actually is; it lies scattered across multiple websites.
    3. Discovery problem: Citizens struggle to find the law currently in force.
    4. Historical-state problem: Even after locating a copy, determining what the law was on a given date is a separate and difficult exercise.
    5. Primary publishing channel: Government uses gazettes as its primary means of publishing laws and bringing them into force.

    Can a provision bind citizens if its own government cannot confirm it is in force?

    1. Case origin: A legal publisher was incorporating changes made by the Code of Criminal Procedure (Amendment) Act, 2005 into the principal Act.
    2. Search failure: The amendment left it to the government to decide when its various sections would come into force, and no gazette notifying Sections 16, 25, 28(a), 28(b), 38, 42(a), 42(b), 42(f)(iii) and (iv), and 44(a) could be found.
    3. RTI confirmation: An RTI application to the Ministry of Home Affairs confirmed that these sections have never been notified.
    4. Legal consequence: More than two decades later, these sections are still not valid law.
    5. Systemic implication: If a central ministry itself cannot demonstrate whether a provision is in force, publication by gazette has failed at its most basic function.

    What technical flaw locks Indian law into this opacity?

    1. Format origin: Gazettes are published as PDFs, a format created in the early 1990s to ensure a digital document looks identical on every device by embedding fonts and images.
    2. Print-fidelity trade-off: This makes PDFs easy to share and print but very hard to extract the structure and meaning of a legal document from.
    3. Lost hierarchy: A law is inherently hierarchical, with chapters, parts, sections and subsections, but a PDF exposes none of that hierarchy.
    4. Language barrier: Many gazettes published in regional languages use proprietary fonts that display correctly on a PDF viewer but cannot be searched in that regional language or read on most websites.
    5. Amendment tracking: A format that cannot expose structure also cannot show precisely what changed across successive amendments to an Act.

    What do global legal-publishing models demonstrate is possible?

    1. Akoma Ntoso, Africa: Many African countries have adopted the Akoma Ntoso standard, a markup language designed specifically for legal documents; Akoma Ntoso is an open markup format that encodes a law’s structure, semantics and language rather than only its printed appearance.
    2. Indigo platform, Africa: These countries use Indigo, an open-source legal publishing platform that lets users add or edit laws and see precisely what changed across an Act’s successive amendments, with subordinate rules tagged to their principal Act.
    3. USLM, United States: The United States publishes every law and amendment in USLM (United States Legislative Markup), a variant of Akoma Ntoso, generating PDF and HTML versions automatically from it using a stylesheet.
    4. Federal Register, United States: All past issues of the Federal Register have been converted into this format and made available for bulk download, allowing commercial legal vendors, nonprofits and think tanks to build citizen-facing tools on top of it.
    5. CLML, United Kingdom: The United Kingdom publishes its legislation at legislation.gov.uk, run by The National Archives, using Crown Legislation Markup Language (CLML), another modified version of Akoma Ntoso.
    6. Convergence toward one standard: The National Archives has stated it aims to move towards Akoma Ntoso itself, since Akoma Ntoso is emerging as the international standard, is less complex, and is supported by a wider pool of experts and suppliers.

    What is at stake for Indian democracy if this publishing model is not upgraded?

    1. Structural lag: While the rest of the world has moved away from PDF publishing, India remains dependent on a standard built more than three decades back.
    2. Persistent barrier: Until the government upgrades its legal publishing software stack, access to the law will remain unnecessarily difficult for citizens, lawyers, judges and other stakeholders in a democracy.
    3. Precedent from the internet: The internet itself was built on open standards, which every stakeholder came together to adopt.
    4. Ambedkar’s distinction: Dr B.R. Ambedkar reminded that a democracy needs more than a government “for the people”; it needs a government “by the people.”
    5. Contractor-capture risk: Laws are the raw material of democracy, and leaving their publication to a handful of contractors will only deepen the obscurity around them.
    6. Reform payoff: If the government instead consults citizens and standardises legal publishing, it could transform how the state communicates with the people and make them active participants in democracy.

    Conclusion

    The central failure identified is not the absence of law but the absence of a reliable way to know the law: India’s PDF-and-gazette-based publishing system leaves entire provisions practically undiscoverable even as they legally bind citizens. Other democracies have already shown that open, structured legal markup standards (Akoma Ntoso, USLM, CLML) can make a law’s text, hierarchy and amendment history transparent and machine-readable. Until India upgrades this publishing infrastructure, the rule of law will remain formally intact but practically inaccessible, with its administration effectively outsourced to a narrow set of contractors rather than opened to citizens.

    PYQ Linkage

    [UPSC 2018] E-Governance is not only about utilization of the power of new technology, but also much about critical importance of the ‘use value’ of information. Explain.

    Linkage: The PYQ argues that e-governance’s value lies in making information usable, not merely digitised. The article’s central claim mirrors this exactly, PDF gazettes are digitised but not structurally usable, while open markup standards make the “use value” of legal information real.

  • Delhi High Court declines interim injunction against OpenAI in ANI copyright suit

    Why in News?

    The Delhi High Court refused to grant interim relief to ANI in its copyright infringement case against OpenAI, holding that AI training on copyrighted content is covered by the fair dealing exception under the Copyright Act.

    Key Highlights

    • Justice Amit Bansal held that using ANI’s content to train Large Language Models (LLMs) falls under Section 52(1)(a) of the Copyright Act, 1957.
    • The Court found that ANI failed to prove any loss to its news syndication business.
    • ANI had earlier offered OpenAI a content licence for $7.5 million, indicating any potential damages are quantifiable.
    • The Court rejected ANI’s request to delete training data, noting OpenAI’s legal obligations under US law.
    • It observed that requiring licences from every copyright holder would make AI development economically unviable and highlighted AI’s public benefits in sectors such as education, healthcare, agriculture, and finance.
    • The Federation of Indian Publishers, Digital News Publishers Association, and Indian Music Industry joined the suit.

    Fair Dealing (Section 52, Copyright Act, 1957)

    • A statutory exception permitting limited use of copyrighted works without the owner’s permission.
    • Applies to purposes such as:
      • Private or personal use (including research)
      • Criticism or review
      • Reporting current events

    Copyright vs Patent

    • Copyright: Protects original literary, artistic, musical, dramatic works, films, and software.
    • Patent: Protects new inventions, granting exclusive rights generally for 20 years.

    Copyright Act, 1957

    • Governs protection of literary, artistic, musical, dramatic works, films, sound recordings, and software.
    • Grants creators exclusive rights over reproduction, adaptation, distribution, and communication of their works.
    • Section 52 provides exceptions under the doctrine of fair dealing.

    PYQ (2014, GS3, 12.5 Marks) In a globalised world, intellectual property rights assume significance and are a source of litigation. Broadly distinguish between the terms copyrights, patents and trade secrets.

    [2026] Which of the following statements with regard to Large Language Models (LLMs) used in machine learning is/are correct?
    1. LLMs assign probabilities to the next possible words and then pick the one with the highest probability.
    2. LLMs process data through mathematical optimization to minimise prediction errors.
    3. LLMs produce unbiased outputs.
    Select the answer using the code given below :

    [A] 1 only

    [B] 1 and 2 only

    [C] 2 and 3 only

    [D] 1, 2 and 3

  • Telecom infra data can’t be shared outside India, says Govt

    Why in News?

    The Department of Telecommunications (DoT) has mandated that telecom infrastructure providers store and process telecom network data only within India.

    Key Highlights

    • DoT barred telecom infrastructure providers from sharing telecom network data outside India.
    • Covers cloud-based telecom networks, mobile tower operators, and satellite gateway providers.
    • Mandates that all telecom network systems, data, logs, and related information be stored within India.
    • No copies of such data can be routed, shared, or made available outside the country.
    • Issued under the authorisation framework of the Telecommunications Act, 2023, replacing the earlier licensing regime.

    Data Localisation

    • Refers to storing and processing data within the country’s borders.
    • Benefits:
      • Strengthens national security and cyber resilience.
      • Improves regulatory oversight and law enforcement access.
      • Enhances protection of critical digital infrastructure.
    • Challenges:
      • Higher compliance costs for companies.
      • Concerns over cross-border data flows and global cloud operations.

    Telecommunications Act, 2023

    • Replaced the Indian Telegraph Act, 1885.
    • Introduces an authorisation-based regime instead of licensing.
    • Aims to strengthen telecom security, spectrum management, user protection, and digital infrastructure governance.

    PYQ (2018, GS3, 15 Marks) Data security has assumed significant importance in the digitized world due to rising cyber crimes. The Justice B. N. Srikrishna Committee Report addresses issues related to data security. What, in your view, are the strengths and weaknesses of the Report relating to protection of personal data in cyberspace?

  • Zomato’s platform fee, delivery levy no abuse of dominance: CCI

    Why in News?

    The Competition Commission of India (CCI) ruled that Zomato’s platform fee, delivery charges, and commissions do not amount to abuse of dominant position or anti-competitive conduct.

    Key Highlights

    • CCI dismissed a consumer complaint against Zomato/Eternal over platform fees and price differences.
    • The higher online price was attributed to delivery charges, platform fee, and GST.
    • Restaurants stated that Zomato charges around 33% commission, leading some to increase online menu prices.
    • CCI held that online food delivery and in-person dining are distinct markets, making price differences commercially justifiable.
    • Mere price variation does not constitute an abuse of dominant position under competition law.

    Abuse of Dominant Position (Competition Act, 2002)

    • Dominance itself is not prohibited; only its abuse is.
    • Examples include:
      • Imposing unfair or discriminatory prices.
      • Limiting production or technical development.
      • Denying market access.
      • Leveraging dominance in one market to enter another.

    Competition Commission of India (CCI)

    • Statutory body established under the Competition Act, 2002.
    • Came into effect in 2009.
    • Objective: Prevent anti-competitive practices, prohibit abuse of dominant position, regulate combinations (mergers and acquisitions), and promote fair competition.

    PYQ (2023, GS2, 10 Marks) Discuss the role of the Competition Commission of India in containing the abuse of dominant position by the Multi-National Corporations in India. Refer to the recent decisions.

    [2022] With reference to foreign-owned e-commerce firms operating in India, which of the following statements is/are correct?
    1. They can sell their own goods in addition to offering their platforms as market-places.
    2. The degree to which they can own big sellers on their platforms is limited.
    Select the correct answer using the code given below:

    [A] 1 only

    [B] 2 only

    [C] Both 1 and 2

    [D] Neither 1 nor 2

    [D] 1, 2, 3 and 4