APPSC Daily Current Affairs - 5th February 2026
Relevance:
GS Paper III – Science & Technology (Artificial Intelligence, Internal Security); GS Paper II – Governance, Police Reforms, Use of Technology in Administration
Important Keywords
For Prelims:
- AI4AP Police, Artificial Intelligence in Policing, CCTNS (Crime and Criminal Tracking Network & Systems), Police Large Language Model (LLM), AI Hackathon, Technology-driven Law Enforcement
For Mains:
- AI in Criminal Justice System, Smart Policing, Technology-led Governance, Ethical Concerns in AI Surveillance, Data Security and Privacy, Police Modernisation, Algorithmic Bias in Law Enforcement
Why in News?
The Andhra Pradesh Police has launched the AI4AP Police Project on a pilot basis in Chittoor, Guntur, and Annamayya districts, aiming to build an integrated artificial intelligence ecosystem to modernise policing and improve investigation outcomes.
Background of AI4AP Police
- The initiative emerged from the AI4 Andhra Police Hackathon (June 2025) — India’s first police-specific AI innovation event.
- Over 200 innovators participated, generating AI-based solutions for law enforcement challenges.
- The project reflects Andhra Pradesh’s push toward technology-enabled governance.
Key Features of the Project
- Integrated AI Ecosystem: Designed to enhance operational efficiency and data-driven decision-making.
- CCTNS Integration: Enables seamless access to crime and criminal databases.
- Police Large Language Model: A specialised AI model to assist officers in analysis, documentation, and intelligence gathering.
- Faster Investigations: Expected to reduce investigation timelines.
- Improved Conviction Rates: Better evidence analysis may strengthen prosecution.
- Citizen-Centric Outcomes: Aims to increase public trust and satisfaction.
Institutional Collaboration
- Knowledge Partner: 4sightAI, led by CEO Surya Kotha.
- Technology Partner: Sparity (MoU signed).
- Winning hackathon teams are being onboarded to convert prototypes into operational tools.
Significance
1. Smart Policing
- Moves policing from reactive to predictive and preventive frameworks.
2. Police Modernisation
- Aligns with national goals of technology-driven internal security.
3. Faster Justice Delivery
- Reduced delays in investigation can improve judicial efficiency.
4. Governance Innovation
- Demonstrates how AI can strengthen public service delivery.
5. Replicable Model
- If successful, it could serve as a blueprint for other states.
Challenges & Concerns
- Privacy Risks: Large-scale data usage raises surveillance concerns
- Algorithmic Bias: AI decisions may unintentionally reinforce social biases.
- Cybersecurity Threats: Sensitive law enforcement data must be protected.
- Capacity Building: Officers require continuous training to use AI effectively.
- Ethical Governance: Lack of clear regulatory frameworks for AI policing.
Way Forward
- Establish AI ethics guidelines for policing.
- Strengthen data protection safeguards.
- Ensure human oversight in AI-assisted decisions.
- Promote regular training for police personnel.
- Develop a national framework for AI in law enforcement.
CARE MCQ
Q. Consider the following statements regarding the AI4AP Police Project:
- It integrates Artificial Intelligence with the Crime and Criminal Tracking Network & Systems (CCTNS).
- The project originated from India’s first police-specific AI hackathon.
- It aims to replace human investigators entirely with automated systems.
Which of the statements given above is/are correct?
A. 1 and 2 only
B. 2 and 3 only
C. 1 and 3 only
D. 1, 2 and 3
Answer: A
Explanation:
• Statement 1 – Correct: The project is built on a secure AI foundation integrated with CCTNS.
• Statement 2 – Correct: It emerged from the AI4 Andhra Police Hackathon.
• Statement 3 – Incorrect: AI is intended to assist, not replace, human investigators.
Relevance:
GS Paper: II – Centre–State Relations, Constitutional Bodies, Cooperative Federalism
Important Keywords
For Prelims:
- 16th Finance Commission, Tax Devolution, Cess, Surcharge, Total Fertility Rate, Fiscal deficit.
For Mains:
- Recommendations of the 16th Finance Commission, Tax Devolution its significance and its Constitutional Mandates, Evolution and role of Finance Commissions in Indian federalism.
Why in News?
- The 16th Finance Commission, chaired by Arvind Panagariya, has submitted its recommendations for the award period 2026–2031.
- The report was presented in Parliament along with the Union Budget 2026–27.
- It signals a structural shift from entitlement-based transfers toward a performance and compliance-driven fiscal federal framework.
Overview of the Report
- States’ share in central taxes remains 41%, continuing the arrangement of the 15th Finance Commission.
- Fiscal transfers are increasingly tied to performance indicators and compliance norms.
- A new parameter — contribution to GDP — has been introduced.
- Strong emphasis has been placed on:
- Fiscal prudence
- Transparency
- Reduction of off-budget liabilities
- Rationalisation of subsidies
However, concerns have emerged regarding:
- Reduced untied funds
- Equity in inter-state distribution
- Fiscal autonomy of states, particularly southern and economically weaker regions.
Key Recommendations of the 16th Finance Commission
1. Tax Devolution
Vertical Devolution
- Refers to the proportion of the Union’s divisible tax pool allocated to states.
- Retained at 41%, unchanged from the previous commission.
- The divisible pool excludes:
- Cesses
- Surcharges
- Collection charges
This retention has sparked debate because states had demanded an increase to 50% citing expanding responsibilities.
Horizontal Devolution
Determines how the 41% share is distributed among states.
Revised Criteria and Weightage
| Criterion | Weight |
| Income Distance | 42.5% |
| Population (2011 Census) | 17.5% |
| Demographic Performance | 10% |
| Area | 10% |
| Forest & Ecology | 10% |
| Contribution to GDP | 10% |
Major Change:
- The earlier tax and fiscal effort parameter has been removed.
- Economic output is now directly rewarded.
Understanding the Devolution Criteria
Income Distance
- Measures the gap between a state’s per capita GSDP and that of the top three high-income states.
- Lower-income states receive greater allocations, promoting inter-state equity.
Population (2011 Census)
- Reflects expenditure needs arising from population size.
Demographic Performance
- Based on population growth between 1971–2011 rather than Total Fertility Rate.
- Rewards states that successfully controlled population growth.
Forest & Ecology
- Allocation considers:
- Share in national forest area
- Increase in forest cover (2015–2023)
- Unlike earlier commissions, open forests are included.
Contribution to GDP
- Newly introduced indicator.
- Recognises states that significantly support national economic output.
Grants-in-Aid
Total recommended grants: ₹9.47 lakh crore
Local Body Grants – ₹8 lakh crore
- Rural local bodies: ₹4.4 lakh crore
- Urban local bodies: ₹3.6 lakh crore
Entry Conditions
States must ensure:
- Constitutionally compliant local bodies
- Public disclosure of audited accounts
- Timely formation of State Finance Commissions
Structure
- 80% Basic Grants
- 50% untied
- 50% tied to sanitation, waste, and water management
- 20% Performance Grants
- Linked to local outcomes and state-level reforms
Additional Urban Measures
- Urbanisation Premium: ₹10,000 crore (one-time)
- Supports integration of peri-urban villages.
- Special Infrastructure Grants: ₹56,100 crore
- For wastewater systems in cities with populations between 10–40 lakh.
Disaster Management Grants
- Total allocation: ₹2,04,401 crore
- Cost sharing:
- 90:10 → North-Eastern & Himalayan states
- 75:25 → Other states
- Centre’s contribution: ₹1,55,916 crore
Discontinued Grants
The Commission has removed:
- Revenue deficit grants
- Sector-specific grants
- State-specific grants
(This marks a departure from earlier redistributive support mechanisms.)
Other Major Recommendations
Fiscal Roadmap
- Centre to reduce fiscal deficit to 3.5% of GDP by 2030–31.
- States’ fiscal deficit capped at 3% of GSDP.
- Off-budget borrowings must be discontinued and incorporated into official debt.
Combined debt is projected to decline from 77.3% (2026–27) to 73.1% (2030–31).
Power Sector Reforms
- States encouraged to privatise DISCOMs.
- Legacy debts to be transferred to a Special Purpose Vehicle.
- Repayment allowed via the Special Assistance Scheme for Capital Investment after privatisation.
Subsidy Rationalisation
- States urged to:
- Introduce exclusion criteria
- Stop off-budget financing
- Ensure uniform disclosure
Trends:
- Cash transfer schemes form 20.2% of subsidy spending (2025–26), up from 3% (2018–19).
- Large-group transfers alone constitute 47.4%.
The expansion is attributed to the success of the JAM Trinity, which made direct transfers administratively easier.
Public Sector Enterprise Reform
- Closure recommended for 308 inactive SPSEs.
- Loss-making enterprises (3 of 4 years) must be reviewed for:
- Closure
- Privatisation
- Strategic retention
Transparency in Tax Data
- Union government should publish CAG-certified net tax proceeds annually under Article 279.
- This improves clarity regarding the divisible pool.
Major Concerns
1. Stagnant Vertical Devolution
- States sought 50%, but allocation remains at 41%.
- Growing use of cesses and surcharges reduces untied fiscal space.
Leads to vertical fiscal imbalance.
2. Changes in Horizontal Formula
- Reduced weight for income distance weakens redistribution.
- Population and GDP criteria favour industrialised states.
Example:
- Tamil Nadu’s share:
- 15th FC → 4.079%
- 16th FC → 4.097%
- Increase → Only 0.44%
Southern states argue this penalises their success in population control.
3. Declining Incentives for Demographic Performance
- Commission warns of “aging before becoming rich.”
- Gradual reduction in rewards raises concerns about fairness.
4. Removal of Revenue Deficit Grants
- Hill and special-category states argue deficits are structurally unavoidable.
5. Fiscal Constraints
- Strict deficit limits may compress infrastructure and welfare spending.
6. Over-Centralisation
- Expansion of tied grants reduces states’ policy flexibility.
- Risks converting states into implementing arms of the Union.
Measures to Strengthen Fiscal Federalism
Elasticity-Linked Transfers
- Link part of devolution to revenue buoyancy.
Floor Guarantee
- Ensure no state’s nominal share falls below previous levels.
Empowering State Finance Commissions
- Provide matching grants for states implementing SFC recommendations.
Cap on Cesses and Surcharges
- Consider limiting them to ~10% of Gross Tax Revenue.
Revitalise the Inter-State Council
- Use Article 263 for real-time fiscal dialogue.
Conclusion
The 16th Finance Commission represents a transition toward a compliance-oriented fiscal regime, rewarding economic productivity and ecological stewardship while enforcing fiscal discipline. Its long-term success hinges on balancing efficiency with equity and ensuring that vulnerable states are not left behind in India’s evolving federal structure.
UPSC PYQ
Q. Consider the following:
- Demographic performance
- Forest and ecology
- Governance reforms
- Stable government
- Tax and fiscal efforts
For the horizontal tax devolution, the Fifteenth Finance Commission used how many of the above as criteria other than population area and income distance (2023)
A. Only two
B. Only three
C. Only four
D. All five
Ans: B
Q. With reference to the Fourteenth Finance Commission, which of the following statements is/ are correct? (2015)
- It has increased the share of States in the central divisible pool from 32 percent to 42 percent.
- It has made recommendations concerning sector-specific grants.
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
Ans: (a)
CARE MCQ
Q. Consider the following statements regarding the India–US Trade Deal 2026:
- States’ share in the divisible pool has been increased to 50%.
- Contribution to GDP has been introduced as a criterion for horizontal devolution.
- Revenue deficit grants have been continued.
How many of the above statements are correct?
(a) Only one
(b) Only two
(c) All three
(d) None
Answer: (a)
Explanation:
- Statement 1 – Incorrect (remains 41%). States’ share in the divisible pool has been decreased to 41%.
- Statement 2 – Correct. Contribution to GDP has been introduced as a criterion for horizontal devolution.
- Statement 3 – Incorrect (discontinued). Revenue deficit grants have been discontinued.
Relevance:
GS Paper II (Governance): GS Paper III (Environment)
Important Keywords
For Prelims:
- Solid Waste Management Rules, 2026
- Four-Stream Waste Segregation
- Bulk Waste Generators (BWGs)
- Polluter Pays Principle
- Refuse-Derived Fuel (RDF)
For Mains:
- Circular Economy–Based Waste Governance
- Extended Bulk Waste Generator Responsibility (EBWGR)
- Decentralised Urban Environmental Governance
- Digital Monitoring & Regulatory Accountability
- Landfill Minimisation & Legacy Waste Remediation
Why in News?
The Union Ministry of Environment, Forest and Climate Change has notified the Solid Waste Management (SWM) Rules, 2026, which will come into force from 1 April 2026, replacing the SWM Rules, 2016. The new framework introduces four-stream waste segregation, extended responsibility for bulk waste generators, deterrence-based enforcement, digital monitoring, restrictions on landfilling, and mandatory energy recovery from high-calorific waste, signalling a decisive policy shift towards a circular economy–based waste governance model.
Rationale Behind the New Rules: India’s Waste Crisis
India faces a severe solid waste management challenge:
- Annual waste generation: over 620 lakh tonnes
- Daily generation: ~1.85 lakh tonnes
- Daily processing: only 1.14 lakh tonnes
- Daily landfilling: nearly 40,000 tonnes
Despite the SWM Rules, 2016, poor segregation, weak accountability of bulk generators, and landfill dependence have resulted in garbage mountains, methane emissions, groundwater contamination, and public health risks. The 2026 Rules aim to correct these structural deficiencies by reducing landfill dependence, strengthening accountability, and treating waste as a resource.
Key Policy Shifts under SWM Rules, 2026
1. Waste Hierarchy and Four-Way Segregation
The 2026 Rules formally introduce a waste hierarchy prioritising:
Prevention → Reduction → Reuse → Recycling → Recovery → Disposal (last resort).
To operationalise this hierarchy, four-way segregation at source has been made mandatory:
- Wet waste: biodegradable household waste
- Dry waste: recyclable materials (plastic, paper, metal, glass)
- Sanitary waste: sanitary napkins, tampons, condoms
- Special-care waste: medicines, paint cans, bulbs, tube lights
Urban local bodies must provide enabling infrastructure such as green, blue and red bins, especially in public spaces, addressing a major implementation gap of the 2016 Rules.
2. Enhanced Responsibility of Bulk Waste Generators
A central governance reform is the introduction of Extended Bulk Waste Generator Responsibility (EBWGR).
Bulk waste generators—defined as entities with:
- Built-up area ≥ 20,000 sq m, or
- Water consumption ≥ 40,000 litres/day, or
- Waste generation ≥ 100 kg/day
These include residential societies, gated communities, malls, hotels, institutions, government establishments, and large townships.
New obligations include:
- Mandatory four-way segregation
- On-site wet waste processing (preferred)
- Registration on a centralised portal
- Certification-based compliance replacing self-declaration
- Annual waste accounting and reporting
Given that bulk generators account for nearly 30% of total solid waste, this reform reduces pressure on ULBs and promotes decentralised waste management.
3. Polluter Pays Principle and Deterrence-Based Regulation
Unlike the advisory nature of earlier rules, the 2026 framework operationalises the Polluter Pays Principle through:
- Environmental compensation for non-registration, false reporting, forged documents
- Higher landfill fees for unsegregated waste
- Financial disincentives for landfill use
The CPCB will frame guidelines, while SPCBs and local bodies will enforce penalties—marking a shift from voluntary compliance to regulatory deterrence.
4. Digitalisation and Centralised Monitoring
A centralised online portal will track the entire waste lifecycle:
- Generation
- Collection
- Transportation
- Processing
- Disposal
- Biomining and bioremediation of legacy dumpsites
Mandatory registration applies to ULBs, bulk generators, waste processors, transporters, waste pickers, railways, airports and SEZs. Online reporting and mandatory audits address data opacity and weak oversight under the 2016 regime.
Landfills: From Default Option to Last Resort
The 2026 Rules aim to end landfill dependency:
- Landfills restricted strictly to non-recyclable, non-energy-recoverable and inert waste
- Higher fees for unsegregated waste discourage dumping
Legacy Waste Remediation
- Mapping of all legacy dumpsites by 31 October 2026
- Time-bound biomining and bioremediation
- Quarterly progress reporting via the online portal
This directly targets India’s long-standing landfill mountains and land contamination issues.
Energy Recovery and Industrial Responsibility
Waste with calorific value ≥ 1,500 kcal/kg must be diverted for energy recovery through:
- Refuse-Derived Fuel (RDF)
- Co-processing in cement and thermal power plants
Industries are mandated to progressively replace fossil fuels with RDF:
- 6% initially
- 15% within six years
This links waste management with energy transition, climate mitigation, and circular economy goals.
Governance Significance and Federal Dimensions
The Rules redefine roles across governance levels:
- ULBs: frontline implementation and by-law framing
- SPCBs/CPCB: regulation, monitoring and enforcement
- District Collectors: landfill oversight
- Bulk generators: decentralised responsibility
Special provisions for hilly areas and islands, including tourist user fees and decentralised processing, reflect ecological sensitivity and environmental justice.
Implementation Challenges
- Capacity constraints of ULBs and SPCBs
- Behavioural resistance to segregation at source
- Financial stress in urban governance
- Integration of informal waste pickers into formal systems
Way Forward
- Strengthen ULB capacity and fiscal support
- Institutionalise Behaviour Change Communication (BCC)
- Formal inclusion of waste pickers
- Monetise waste through RDF markets and carbon credits
- Promote cooperative federalism in waste governance
Conclusion
The Solid Waste Management Rules, 2026 represent a paradigm shift from landfill-centric sanitation to accountability-driven environmental governance. By embedding circular economy principles, extended responsibility, digital oversight and economic deterrence, the rules aim to address India’s waste crisis at its roots. Their success, however, will ultimately depend on institutional capacity, citizen participation and effective inter-governmental coordination, making implementation—not intent—the true test of reform.
UPSC PYQ
Q. As per the Solid Waste Management Rules, 2016 in India, which one of the following statements is correct? IAS 2019
- Waste generator has to segregate waste into five categories.
- The Rules are applicable to notified urban local bodies, notified towns and all industrial townships only
- The Rules provide for exact and elaborate criteria for the identification of sites for landfills and waste processing facilities
- It is mandatory on the part of waste generator that the waste generated in one district cannot be moved to another district.
- Option (c) – Correct The Solid Waste Management Rules, 2016 lay down detailed and elaborate criteria for identification and notification of sites for solid waste processing, treatment and sanitary landfills. Authorities are required to ensure scientific site selection to minimise environmental and public health impacts.
- Option (a) – Incorrect The Rules mandate segregation of waste into three categories — wet, dry and domestic hazardous waste, not five categories.
- Option (b) – Incorrect
The Rules have wide applicability, covering:
- Municipal areas
- Census towns
- Notified industrial townships
- Areas under Railways, airports, ports, defence establishments
- SEZs, pilgrimage places, religious and historical sites Hence, they are not limited only to notified urban local bodies and industrial townships.
- Option (d) – Incorrect The Rules do not prohibit inter-district movement of waste. There is no mandatory restriction preventing waste generated in one district from being transported to another district for processing or disposal.
CARE MCQ
Q. With reference to the Solid Waste Management Rules, 2026, consider the following statements:
- The Rules mandate segregation of solid waste at source into wet, dry, sanitary and special care waste.
- Dry waste is required to be transported to Material Recovery Facilities (MRFs) for sorting and recycling.
Which of the statements given above is/are correct?
- 1 only
- 2 only
- Both 1 and 2
- Neither 1 nor 2
Answer: C
Explanation
- Statement 1 – Correct
The Solid Waste Management Rules, 2026 make four-stream segregation at source mandatory—wet, dry, sanitary and special care waste. - Statement 2 – Correct
Dry waste such as plastic, paper, metal and glass is to be transported to Material Recovery Facilities (MRFs) for sorting and recycling.