GyanGramGet the app
Daily Current Affairs for UPSC

10 July 2026

Complete news analysis

01 · GS-II: Fundamental Rights, Privacy & Digital Policing

Facial Recognition Technology (FRT) in Criminal Investigation: The Puttaswamy Proportionality Test and Algorithmic Bias

NEWS PEG
  • State police departments expanded deployment of automated Facial Recognition Technology (FRT) systems for crowd surveillance and suspect identification, sparking constitutional challenges regarding algorithmic mass surveillance without statutory backing.
  • Legal scholars highlighted that deploying biometric facial scanning infringes upon the Right to Privacy under Article 21, failing the four-fold proportionality test established in K.S. Puttaswamy (2017) (Legitimate State Aim, Suitability, Necessity, and Balancing).
  • The Digital Personal Data Protection (DPDP) Board initiated consultations on establishing strict legal mandates for government biometric data collection, third-party algorithmic audits, and statutory warrants.
STATIC FOUNDATION
  • K.S. Puttaswamy v. Union of India (2017): 9-judge Constitution Bench declared the Right to Privacy an intrinsic part of the Right to Life and Personal Liberty under Article 21 and Part III of the Constitution.
  • Four-Fold Proportionality Test: State action curtailing privacy must satisfy: (1) Legality (backed by statutory law), (2) Legitimate Goal, (3) Suitability (rational connection to goal), (4) Necessity (least intrusive means), and (5) Proportionality strictly speaking.
  • National Automated Facial Recognition System (NAFRS): Implemented by the National Crime Records Bureau (NCRB) to facilitate facial matching against criminal databases (CCTNS).
PRELIMS TRAP & PYQ BRIDGE MAINS ENHANCEMENT
  • Constitutional Safeguards: Legislative Enactment for Biometric Surveillance — Mandating statutory warrants and judicial oversight before deploying automated FRT.
  • Algorithmic Discrimination: Mitigating False Positives in Vulnerable Cohorts — Addressing high error rates for darker skin tones and minority groups in algorithmic datasets.
  • Democratic Balancing: Targeted Investigation vs Mass Passive Tracking — Preventing perpetual surveillance of peaceful democratic protests and public assemblies.
02 · GS-III: Digital Public Infrastructure, E-Commerce & Retail

Open Network for Digital Commerce (ONDC): Unbundling E-Commerce, Protocol Interoperability and MSME Inclusion

NEWS PEG
  • The Open Network for Digital Commerce (ONDC) surpassed 10 million monthly transactions across food delivery, grocery, mobility, and retail, expanding merchant onboarding across 600+ tier-2 and tier-3 cities.
  • ONDC operates as an open, interoperable protocol that unbundles the e-commerce value chain (buyer app, seller app, delivery logistics), enabling small local kirana stores to access pan-India consumers without paying 25–35% commissions to dominant proprietary platforms.
  • The Department for Promotion of Industry and Internal Trade (DPIIT) integrated ONDC with the GeM portal and FPO networks to democratize government public procurement and rural enterprise sales.
STATIC FOUNDATION
  • Open Network for Digital Commerce (ONDC): Section 8 non-profit company initiated by DPIIT in 2021; open protocol based on the Beckn Protocol designed to transition e-commerce from a platform-centric model to an open-network model.
  • Platform Model vs Open Network Model: In a platform model, buyers and sellers must be registered on the same proprietary platform; in ONDC, a buyer on App A can discover and buy from a seller on App B via interoperable network APIs.
  • Digital India & DPI Trinity: Identity (Aadhaar) + Payments (UPI) + Open Commerce (ONDC) + Data Empowerment (Account Aggregator).
PRELIMS TRAP & PYQ BRIDGE MAINS ENHANCEMENT
  • Leveling the E-Commerce Playing Field: Democratizing Market Access for MSMEs — Reducing entry barriers and high platform commissions for traditional retail merchants.
  • Network Dispute Resolution: Online Dispute Resolution (ODR) Mechanisms — Establishing swift, algorithmic consumer redressal across unbundled network participants.
  • Global DPI Leadership: Exporting Open Commerce Architectures — Replicating UPI's global success in e-commerce protocols for the Global South.
03 · GS-II & GS-III: Transboundary Water Hydrology & Geopolitics

Transboundary Hydrological Monitoring on the Brahmaputra (Yarlung Tsangpo): Dam Cascades and Lower Riparian Rights

NEWS PEG
  • Satellite imagery confirmed the accelerated construction of massive cascading run-of-the-river hydropower dams on the lower reaches of the Yarlung Tsangpo (Brahmaputra) near the Great Bend in Tibet.
  • Hydrologists and downstream riparian authorities in Assam and Bangladesh expressed concern over unannounced water releases triggering flash floods and lean-season flow reductions that could affect irrigation in the Brahmaputra valley.
  • India fast-tracked the multi-purpose Upper Siang Hydropower Project (11,000 MW) in Arunachal Pradesh to create strategic water storage buffer capacity and absorb potential upstream flash flood surges.
STATIC FOUNDATION
  • Brahmaputra River System: Originates from Chemayungdung glacier in southwest Tibet as Yarlung Tsangpo, enters India in Arunachal Pradesh as Siang/Dihang, joins Dibang and Lohit to form Brahmaputra in Assam, and enters Bangladesh as Jamuna.
  • Helsinki Rules (1966) & UN Watercourses Convention (1997): International water law principles establishing the 'Equitable and Reasonable Utilization' rule and the 'No-Harm' obligation for transboundary watercourses.
  • Bilateral Hydrological Data Sharing: MoUs signed between India and China for providing hydrological data (water level, discharge, rainfall) on Brahmaputra and Sutlej during the monsoon season (May 15 to October 15).
PRELIMS TRAP & PYQ BRIDGE MAINS ENHANCEMENT
  • Strategic Water Security: Upper Siang Buffer Storage as Counter-Deterrence — Creating reservoir capacity to cushion sudden upstream discharges and secure perennial base-flows.
  • Riparian Transparency: Institutionalizing Real-Time Telemetry Sharing — Expanding bilateral agreements to year-round water and sediment data exchange.
  • Disaster Early Warning: Glacial Lake Outburst Flood (GLOF) Radars — Installing Doppler weather radars along the LAC to pre-warn downstream populations in Assam.
04 · GS-III: Mining Sector Reforms, MMDR Act & Critical Minerals

Commercial Auctions for Critical and Deep-Seated Minerals: The MMDR Amendment Act, Exploration Licences and KABIL

NEWS PEG
  • The Ministry of Mines concluded tranche-IV auctions for 24 critical and strategic mineral blocks across 8 States, awarding commercial exploration and mining rights for Lithium, Cobalt, Nickel, and Rare Earth Elements (REEs).
  • The Mines and Minerals (Development and Regulation) Amendment Act, 2023 introduced a new Exploration Licence (EL) enabling private junior exploration companies to conduct high-risk aerial geophysical surveys for deep-seated minerals.
  • Domestic mining reforms paired with international acquisitions by Khanij Bidesh India Ltd (KABIL) in Argentina and Australia aim to reduce India's 100% import dependency on critical battery raw materials.
STATIC FOUNDATION
  • MMDR Amendment Act, 2023: Omitted 6 minerals from the list of 12 atomic minerals (Lithium, Beryllium, Niobium, Titanium, Tantalum, Zirconium), allowing commercial private sector auction and mining.
  • Exploration Licence (EL): Granted for 5 years for reconnaissance and prospecting of 29 specified deep-seated and critical minerals; EL holders receive a share in the auction premium when the block is auctioned for mining lease.
  • Critical Minerals Committee Report: Identified 30 minerals critical for India's economic growth and national security (Antimony, Beryllium, Cobalt, Copper, Gallium, Germanium, Graphite, Lithium, Nickel, Niobium, REEs, Silicon, Tantalum, Titanium).
PRELIMS TRAP & PYQ BRIDGE MAINS ENHANCEMENT
  • Junior Exploration Ecosystem: Incentivizing Private High-Risk Prospecting — Attracting global venture capital into deep-seated geophysical surveys.
  • Domestic Processing & Refining: Overcoming the Mid-Stream Bottleneck — Providing PLI subsidies for mineral processing to prevent exporting raw ores for overseas refining.
  • Environmental & Tribal Safeguards: District Mineral Foundation (DMF) Utilization — Ensuring mining royalty benefits directly uplift tribal communities in mining districts.
05 · GS-II: Public Health, Medical Education & National Medical Commission

National Exit Test (NExT) and Medical Education Standardization: Competency-Based Assessment and Doctor-Patient Ratios

NEWS PEG
  • The National Medical Commission (NMC) issued updated regulations governing the phased operationalization of the National Exit Test (NExT) for final-year MBBS medical graduates.
  • NExT will function as a comprehensive common single-window examination serving three distinct purposes: (1) Final year MBBS qualifying exam, (2) Mandatory licensing test for medical practice, and (3) Merit-based entrance exam for post-graduate (MD/MS) admissions.
  • The reform aims to replace heterogeneous state-level grading with a standardized competency-based national benchmark while streamlining licensing for Foreign Medical Graduates (FMGs).
STATIC FOUNDATION
  • National Medical Commission Act, 2019: Repealed the Medical Council of India (MCI) and constituted the NMC to regulate medical education, institutions, medical professionals, and medical research.
  • National Exit Test (NExT) Structure: Comprises Step 1 (theoretical, objective computer-based national test) and Step 2 (practical/clinical examination conducted by universities/institutions).
  • Doctor-to-Population Ratio: India achieved a doctor-population ratio of 1:834 (surpassing the WHO norm of 1:1,000) when including registered AYUSH practitioners along with allopathic doctors.
PRELIMS TRAP & PYQ BRIDGE MAINS ENHANCEMENT
  • Standardizing Clinical Competence: Uniform National Quality Benchmarks — Ensuring minimum clinical skills and ethical training across all private and government medical colleges.
  • Foreign Medical Graduate Integration: Level Playing Field for Overseas Trained Doctors — Providing equal licensing criteria for domestic and foreign-trained medical graduates.
  • Rural Healthcare Posting: Addressing Geographic Mal-Distribution — Incentivizing young doctors to serve in rural community health centres through PG seat preferences.
06 · GS-III: Climate Mitigation, Carbon Markets & Energy Conservation

Carbon Credit Trading Scheme (CCTS): Domestic Carbon Market, Obligated Entities and Green Credit Programme

NEWS PEG
  • The Bureau of Energy Efficiency (BEE) and Ministry of Power finalized the operational roadmap for the Carbon Credit Trading Scheme (CCTS) under the Energy Conservation (Amendment) Act, 2022.
  • The scheme transitions India from the energy-saving certificates under PAT to a full-fledged compliance carbon market, setting mandatory greenhouse gas emission reduction trajectories for designated industrial sectors (Iron & Steel, Cement, Pulp & Paper, Petrochemicals).
  • Obligated entities that exceed their greenhouse gas emission reduction targets will receive tradeable Carbon Credit Certificates (CCCs) that can be traded on registered domestic power exchanges.
STATIC FOUNDATION
  • Energy Conservation (Amendment) Act, 2022: Empowers the Central Government to establish a domestic Carbon Credit Trading Scheme and mandate non-fossil energy consumption minimum shares.
  • Carbon Credit Certificate (CCC): One CCC represents one metric tonne of carbon dioxide equivalent (tCO2e) reduced or avoided through energy efficiency and clean technology adoption.
  • Green Credit Programme (GCP): Voluntary market-based initiative launched by MoEFCC under LiFE (Lifestyle for Environment) to incentivize non-carbon environmental actions (afforestation, water conservation, sustainable agriculture).
  • Article 6 of Paris Agreement: Governs international carbon market mechanisms; Article 6.2 (bilateral cooperation) and Article 6.4 (multilateral centralized carbon crediting mechanism).
PRELIMS TRAP & PYQ BRIDGE MAINS ENHANCEMENT
  • Domestic Carbon Pricing Standard: Insulating Indian Exports from CBAM — Creating a verified domestic carbon price to claim full offsets against EU border carbon adjustments.
  • Transitioning from PAT to CCTS: Expanding Beyond Energy Efficiency to Direct GHG Reductions — Driving deep process decarbonization in heavy manufacturing.
  • Market Liquidity & Integrity: Preventing Double-Counting under Article 6.4 — Establishing a robust national carbon registry to maintain international certification integrity.
TURN UNDERSTANDING INTO A HABIT

Keep learning in GyanGram.

Explore visual decks, syllabus paths and PYQ practice in the app.

Found an issue? Send a correction · Editorial standards