Content

• Rights, justice, action for India’s women farmers
• Balancing innovation with women’s digital safety

Rights, justice, action for India’s women farmers

Context: International Women’s Day 2026 & Global Focus

• International Women’s Day (8 March 2026) emphasises “Rights, Justice and Action for Women and Girls”, aligning with the International Year of the Woman Farmer, highlighting women’s central role in agriculture, food systems and rural economies.
• In India, women constitute nearly 75% of the female rural workforce and contribute significantly to crop production, livestock management and food processing, yet their formal recognition as farmers remains limited.
• According to Agriculture Census 2015-16, only 13.9% of operational landholdings are owned by women, despite their dominant role in agricultural labour and farm management.
• This gap between women’s agricultural contribution and their ownership of productive assets creates structural barriers to credit access, insurance, extension services and agricultural subsidies.

Relevance

• GS Paper I – Indian Society
  • Feminisation of agriculture and gender inequality in rural livelihoods.
  • Structural barriers faced by women farmers in land ownership, labour recognition and decision-making.
• GS Paper II – Governance / Social Justice
  • Implementation of National Food Security Act (2013), nutrition programmes and gender-sensitive policy frameworks.
  • Land rights reforms under Hindu Succession (Amendment) Act, 2005 and farmer recognition policies.
• GS Paper III – Agriculture / Food Security
  • Role of women in agricultural productivity, food security and sustainable food systems.
  • Linkages between nutrition-sensitive agriculture, climate resilience and rural development.

Practice Question

Q. Despite playing a central role in agricultural production, women farmers in India face structural barriers in land ownership, access to resources and policy recognition. Examine the challenges faced by women farmers and suggest policy measures to strengthen their economic and social empowerment. (250 words)

Structural Exclusion: Land Ownership and Legal Recognition

• Despite legal reforms granting equal inheritance rights to daughters under the Hindu Succession (Amendment) Act, 2005, women’s land ownership remains low due to patrilineal inheritance norms, social pressures and lack of awareness.
• In many rural households, land titles are registered in men’s names, even though women manage daily farming operations, labour supervision and household food provisioning.
• Without formal land titles, women farmers often lack eligibility for institutional credit, crop insurance schemes, irrigation subsidies, and agricultural input support programmes.
• This results in systemic exclusion embedded in programme design, where eligibility for benefits is linked to land ownership rather than agricultural activity.

Feminisation of Agriculture

• Increasing male migration to urban areas has resulted in the “feminisation of agriculture”, where women assume greater responsibility for cultivation, farm management and food security.
• However, feminisation has not translated into economic empowerment, as women often lack decision-making power, access to productive resources and institutional recognition.
• Women farmers face high work burdens, balancing productive agricultural labour and reproductive household responsibilities, leading to time poverty and physical strain.
• Limited access to drudgery-reducing technologies, mechanisation and irrigation infrastructure further intensifies labour burdens for women in agriculture.

 Nutrition Crisis Among Women Farmers

• India continues to face a serious nutrition challenge among women, with anaemia affecting around 57% of women aged 15–49 (NFHS-5).
• Heavy agricultural workloads combined with poor dietary diversity and micronutrient deficiencies result in declining health outcomes for women farmers.
• Diets in many rural households remain cereal-dominated, with insufficient consumption of pulses, fruits, vegetables and animal-source foods, leading to hidden hunger and micronutrient deficiencies.
• Maternal undernutrition and anaemia contribute to low birth weight, stunting and impaired cognitive development in children, creating intergenerational cycles of malnutrition.

Right to Food Framework

• India’s National Food Security Act (NFSA), 2013 provides legal entitlements for subsidised food grains, maternity benefits and supplementary nutrition for women and children.
• Key food security programmes include Public Distribution System (PDS), Integrated Child Development Services (ICDS), and PM POSHAN (school meals).
• Several states have expanded the framework by including millets, fortified grains and local food items to improve dietary diversity and nutrition outcomes.
• Despite these measures, anaemia trends remain alarming, indicating gaps in nutritional diversity, programme quality and behavioural awareness.

Governance Gaps and Implementation Challenges

• Many food and agricultural programmes remain cereal-centric, limiting access to nutrient-dense foods such as pulses, vegetables and animal protein.
• Frontline workers such as Anganwadi workers and ASHAs are often overburdened, affecting the quality and outreach of nutrition programmes.
• Digitalisation of welfare delivery systems improves transparency but may exclude women lacking digital literacy, documentation or internet access.
• The absence of gender-disaggregated agricultural data limits evidence-based policymaking and underestimates the economic contribution of women farmers.

Key Priorities for Women Farmers’ Empowerment

1. Recognition of Women as Farmers

• Policies must adopt the definition of farmer under the National Policy for Farmers (2007), which recognises farmers based on agricultural activities rather than land ownership.
• Collecting gender-disaggregated agricultural data can improve programme design and enable targeted support for women cultivators, sharecroppers, and agricultural labourers.

2. Strengthening Land and Resource Rights

• Promoting joint spousal land titles and implementing equal inheritance provisions can improve women’s ownership of productive assets.
• Incentivising land and housing registration in women’s names through fiscal benefits can enhance their legal and economic security.
• Strengthening women’s participation in management of common lands, water bodies and forest resources can expand their access to productive assets.

3. Nutrition-Sensitive Agriculture

• Agricultural procurement policies should prioritise nutri-cereals, pulses, fruits and vegetables, particularly from small-scale women farmers.
• Integrating these foods into PDS, Anganwadi nutrition programmes and school meals can simultaneously improve farmer incomes and dietary diversity.
• Community initiatives such as kitchen gardens, women’s seed banks and local food planning can strengthen nutrition-sensitive farming systems.

4. Technology and Extension Services

• Access to labour-saving technologies and mechanisation can reduce drudgery and improve productivity for women farmers.
• Expanding gender-responsive agricultural extension services ensures women receive training, climate-resilient farming knowledge and market information.
• Improved access to digital advisory platforms, climate information and agricultural credit can strengthen women’s decision-making power.

Institutional and Policy Perspectives

• Prof. M.S. Swaminathan emphasised the “four Cs of agriculture” — conservation, cultivation, consumption and commercialisation, arguing women must control all stages of agri-food systems.
• Evidence from M.S. Swaminathan Research Foundation (MSSRF) shows that women-led agriculture promotes climate resilience, biodiversity conservation and nutrition-sensitive farming practices.
• Global experiences of the World Food Programme (WFP) demonstrate that placing women at the centre of food security programmes significantly improves household nutrition and community welfare.

Developmental Significance

• Empowering women farmers strengthens food security, agricultural productivity and rural livelihoods, contributing to SDG-2 (Zero Hunger) and SDG-5 (Gender Equality).
• When women gain land rights, access to credit and decision-making power, household spending on nutrition, education and health improves significantly.
• Gender equality in agriculture is therefore critical for achieving sustainable food systems and inclusive rural development in India.

Prelims Pointers

• Agriculture Census (2015-16): Women own 13.9% operational landholdings.
• NFHS-5: Anaemia among women aged 15-49 is 57%.
• NFSA 2013: Provides legal entitlement to subsidised food grains and maternity benefits.
• National Policy for Farmers (2007): Defines farmers based on agricultural activity, not land ownership.

Balancing innovation with women’s digital safety

Context: AI Expansion and Gendered Digital Risks

• With rapid advancements in Artificial Intelligence (AI) following events like the India AI Impact Summit 2026, global focus has shifted toward ethical AI governance, algorithmic accountability, and digital safety, particularly for women.
• International Women’s Day 2026 emphasises the need for “ethical AI” and women’s digital safety, as digital technologies increasingly shape social interaction, employment, governance, and information ecosystems.
• Rising Internet penetration has expanded women’s digital participation but simultaneously increased gendered online harassment, cyberbullying, doxxing, and image-based abuse, exposing systemic gaps in cyber governance frameworks.

Relevance

• GS Paper II – Governance
  • Regulation of digital platforms and cyber laws under the Information Technology Act and IT Rules 2021.
  • Policy challenges in AI governance, digital rights and online safety frameworks.
• GS Paper III – Science & Technology
  • Ethical implications of Artificial Intelligence, deepfakes and generative AI technologies.
  • Technological challenges in regulating AI-driven cybercrime and digital misinformation.

Practice Question  

Q. Rapid advances in Artificial Intelligence have created new opportunities but also intensified risks of digital violence against women. Discuss the challenges posed by AI-enabled abuse and suggest measures to ensure women’s digital safety in the emerging AI ecosystem. (250 words)

Scale of Digital Harassment Against Women

• Studies indicate 16%–58% of women globally experience online harassment, including cyberstalking, non-consensual image sharing, threats, trolling, and impersonation, reflecting widespread gendered digital violence.
• Online abuse mirrors offline inequalities, where one in three women globally experience physical or sexual violence, according to UN Women and WHO estimates, highlighting the continuum between physical and digital violence.
• Digital environments amplify harassment due to anonymity, algorithmic amplification, weak platform moderation, and cross-border jurisdiction challenges, making enforcement significantly harder than in offline spaces.

Rise of Deepfakes and AI-enabled Abuse

• Deepfakes are AI-generated synthetic media (images, audio, or video) created using machine learning algorithms such as generative adversarial networks (GANs) that mimic real individuals convincingly.
• Deepfake technologies increasingly enable non-consensual sexualised images, reputational harm, misinformation, and political manipulation, disproportionately targeting women journalists, public figures, and activists.
• Platforms and AI chatbots, including systems like Grok AI, have raised concerns after being misused to generate sexualised or manipulated images of women without consent, demonstrating emerging ethical risks of generative AI.
• According to Sensity AI research, over 90% of deepfake content online involves non-consensual pornography, with women constituting the overwhelming majority of victims.

Gender Gap in AI Development

• Women remain significantly underrepresented in AI research, development, and leadership, limiting diversity in algorithm design and technological governance.
• According to UNDP estimates, women constitute only 22% of AI professionals globally, while less than 14% occupy senior AI leadership positions.
• Lack of gender diversity leads to algorithmic bias, inadequate safety mechanisms, and blind spots in addressing gendered harms, particularly in areas such as content moderation and AI-generated imagery.
• Research by UN Women indicates that many deepfake tools are primarily trained on datasets that disproportionately target female faces, reflecting systemic bias embedded in technological development.

Legal and Regulatory Framework in India

Information Technology Act, 2000

• India regulates cyber offences under the Information Technology Act, 2000, including provisions related to identity theft, cyber harassment, obscene content, and electronic impersonation.

IT (Intermediary Guidelines and Digital Media Ethics Code) Rules, 2021

• These rules mandate social media intermediaries to remove unlawful content, ensure grievance redressal, and cooperate with law enforcement authorities in cybercrime investigations.

Recent Deepfake Regulation

• The Ministry of Electronics and Information Technology (MeitY) issued guidelines requiring online intermediaries to remove deepfake content within three hours of receiving takedown notices, strengthening accountability mechanisms.
• These measures aim to reduce irreversible reputational harm caused by manipulated AI-generated content, though enforcement and technological capacity remain critical challenges.

Challenges in Ensuring Women’s Digital Safety

Technological Challenges

• Rapid advancements in generative AI tools make it easier to create convincing deepfake content with minimal technical expertise.
• Weak AI detection mechanisms and content moderation algorithms often struggle to identify synthetic media promptly.

Institutional and Legal Challenges

• Cross-border nature of online platforms complicates jurisdictional enforcement and legal accountability.
• Limited technical capacity within law enforcement agencies delays investigation and prosecution of AI-enabled cybercrimes.

Socio-cultural Challenges

• Patriarchal social attitudes often lead to victim blaming, stigma, and reluctance among women to report digital abuse.
• Low digital literacy and legal awareness prevent many victims from accessing grievance redressal mechanisms.

Importance of Digital Literacy and Early Education

• With one-third of global Internet users being children, early education on digital ethics, online safety, and responsible technology use becomes essential.
• Integrating cyber safety, digital rights awareness, and AI ethics into school curricula can create a generation capable of navigating digital ecosystems responsibly.
• Digital literacy programmes should focus on identifying misinformation, reporting cyber abuse, protecting privacy, and understanding AI-generated content risks.

Ethical AI Framework

• Ethical AI emphasises principles such as fairness, accountability, transparency, explainability, and inclusivity, ensuring AI technologies do not reinforce existing inequalities.
• Incorporating gender-sensitive algorithm design, inclusive datasets, and diverse development teams can reduce biases and improve safety outcomes.
• AI governance frameworks must ensure human oversight, regulatory compliance, and strong grievance redressal mechanisms.

Policy Imperatives for Women’s Digital Safety

1. Inclusive AI Development

• Increasing women’s participation in AI research, data science, and technology leadership roles can ensure that AI systems incorporate diverse perspectives and lived experiences.

2. Strengthening Legal Frameworks

• Enacting clear regulations on deepfakes, synthetic media, and AI-generated harassment can enhance legal clarity and enforcement.
• Establishing specialised cybercrime units and AI forensic capabilities will strengthen investigation capacities.

3. Platform Accountability

• Social media companies must implement AI detection tools, rapid response systems, and robust content moderation frameworks to identify and remove harmful synthetic media.

4. Digital Literacy and Awareness

• Expanding nationwide digital literacy campaigns, cyber safety training, and awareness programmes can empower women to protect themselves online.

5. International Cooperation

• Given the cross-border nature of AI platforms, global regulatory cooperation and digital governance frameworks are necessary to address AI-driven cyber abuse.

Developmental and Governance Significance

• Ensuring women’s digital safety is essential for inclusive digital transformation and equitable participation in the digital economy.
• Safe digital environments enable women to participate in education, entrepreneurship, governance, and public discourse without fear of harassment or exploitation.
• Ethical AI development is therefore crucial to achieving SDG-5 (Gender Equality), SDG-9 (Innovation and Infrastructure), and SDG-16 (Peace, Justice and Strong Institutions).

Prelims Pointers

• Deepfakes: AI-generated synthetic media created using machine learning algorithms.
• Women in AI workforce: Approximately 22% globally (UNDP).
• Deepfake content: Around 90% involves non-consensual pornography (Sensity AI).
• India’s deepfake guidelines: Intermediaries must remove content within 3 hours of notice.