AI accessibility gaps challenge disability rights under RPWD Act 2016
Contents4
The Hindu - Opinion · 6 Oct 2026 · 2 min read
Prelims · Social issues Mains · GS2 Social justice High relevance
The Supreme Court's Rajive Raturi judgment affirmed accessibility as a fundamental right, yet AI deployment in government services continues to exclude disabled citizens, violating the Rights of Persons with Disabilities Act, 2016.
Key points
Rajive Raturi judgment (2024) established digital accessibility as integral to Article 21's right to life and dignity, mandating enforceable standards under the RPWD Act 2016, but implementation remains inadequate.
Chief Commissioner for Persons with Disabilities penalized 155 entities, including government ministries, for non-compliant digital services, revealing systemic failure to meet the 2019 accessibility deadline under Section 40 of RPWD Act.
AI bias against disabled users is systemic: AccessEval tests showed 21 language models performed 15-17% worse on disability-related queries, while CLIP image recognition struggled with assistive devices like white canes in training datasets.
[GS3-Science and Technology] AI infrastructure expansion plans ($200 billion investment, 6.5GW data centers by 2030) lack disability-inclusive design protocols, despite Maharashtra reducing renewable energy requirements for data centers from 100% to 51%.
NClude platform survey of 2,462 disabled users found only 22% could complete tasks via AI alone, exposing reliance on human intervention where systems fail - a violation of RPWD Act's independent access guarantees.
[GS2-Social Justice] Power grid instability disproportionately impacts disabled citizens dependent on medical equipment, yet energy policies for AI infrastructure ignore this vulnerability, contravening Article 14 equality principles.
The Rights of Persons with Disabilities Act 2016 mandates universal design under Section 40, but AI deployment in recruitment and healthcare proceeds without disability audits, risking algorithmic discrimination.
Way Forward: Mandate disability representation in AI training datasets through statutory rules under RPWD Act; condition data center subsidies on 100% renewable energy compliance; establish an AI accessibility certification regime under the Chief Commissioner's office.
Key terms
- Rights of Persons with Disabilities Act 2016
- A landmark disability rights legislation replacing the 1995 Act, aligning with UNCRPD obligations. It recognizes 21 disabilities (up from 7), mandates 4% reservation in government jobs (Section 34), and enforces accessibility standards for digital infrastructure under Section 40, with penalties for non-compliance.
- Rajive Raturi judgment
- A 2024 Supreme Court ruling that expanded Article 21's right to life to include digital accessibility as fundamental to dignity. It directed mandatory accessibility standards within 3 months, strengthening the enforceability of RPWD Act provisions previously treated as advisory.
- Chief Commissioner for Persons with Disabilities
- Statutory authority under Section 74 of RPWD Act 2016, empowered to investigate complaints, recommend policies, and impose penalties (up to ₹50,000) for accessibility violations. Functions as a grievance redressal mechanism parallel to Disability Rights Commissions at state levels.
- Universal Design
- Principle codified in RPWD Act Section 2(zf) requiring environments/products to be usable by all without adaptation. Covers physical infrastructure, ICT systems, and services. Legally mandated for government projects under Section 40, forming the basis for accessibility lawsuits against non-compliant entities.
Practice question
Critically analyze the challenges in ensuring AI accessibility for persons with disabilities in India, with reference to the Rights of Persons with Disabilities Act, 2016 and the Rajive Raturi judgment. (250 words, 15 marks)
GS2 15 marks 250 words Mains
Key terms to include: Rights of Persons with Disabilities Act 2016 Rajive Raturi judgment Chief Commissioner for Persons with Disabilities Universal Design Article 21 Digital accessibility Algorithmic discrimination UNCRPD
Answer framework
Introduction
Briefly introduce the importance of AI accessibility for persons with disabilities (PwDs) and mention the legal framework (RPWD Act 2016 and Rajive Raturi judgment). Highlight the gap between legal mandates and actual implementation.
Legal Framework and Judicial Mandates
RPWD Act 2016 provisions (Section 40) for digital accessibility and universal design.
Rajive Raturi judgment's expansion of Article 21 to include digital accessibility.
Role of Chief Commissioner for Persons with Disabilities in enforcing compliance.
Challenges in AI Accessibility
Bias in AI models (e.g., language models performing worse on disability-related queries).
Lack of disability-inclusive design in AI infrastructure (e.g., image recognition failing on assistive devices).
Non-compliance by government and private entities despite penalties.
Systemic Failures
Inadequate representation of PwDs in AI training datasets.
Energy policies ignoring vulnerabilities of PwDs dependent on medical equipment.
Absence of disability audits in AI deployment (e.g., recruitment, healthcare).
Way Forward
Mandate disability representation in AI training datasets.
Condition subsidies for data centers on renewable energy compliance.
Establish AI accessibility certification under the Chief Commissioner's office.
Conclusion
Emphasize the need for a multi-stakeholder approach involving government, private sector, and civil society to bridge the gap between legal mandates and actual implementation, ensuring inclusive AI development.
Fact check
Issues found Overall severity: medium
Rajive Raturi judgment (2024) established digital accessibility as integral to Article 21's right to life and dignity, mandating enforceable standards under the RPWD Act 2016, but implementation remains inadequate.
The source text mentions the Rajive Raturi judgment but does not specify the year 2024. Severity: medium
Chief Commissioner for Persons with Disabilities penalized 155 entities, including government ministries, for non-compliant digital services, revealing systemic failure to meet the 2019 accessibility deadline under Section 40 of RPWD Act.
The source text confirms the penalization of 155 entities but does not mention the 2019 accessibility deadline. Severity: medium
AI bias against disabled users is systemic: AccessEval tests showed 21 language models performed 15-17% worse on disability-related queries, while CLIP image recognition struggled with assistive devices like white canes in training datasets.
The source text mentions AccessEval and CLIP but does not specify the exact performance metrics (15-17% worse). Severity: medium
AI infrastructure expansion plans ($200 billion investment, 6.5GW data centers by 2030) lack disability-inclusive design protocols, despite Maharashtra reducing renewable energy requirements for data centers from 100% to 51%.
The source text mentions $200 billion investment and 6.5GW data centers by 2030, but does not explicitly state the lack of disability-inclusive design protocols. Severity: medium
NClude platform survey of 2,462 disabled users found only 22% could complete tasks via AI alone, exposing reliance on human intervention where systems fail - a violation of RPWD Act's independent access guarantees.
The source text mentions the survey but does not specify the exact percentage (22%) of users who could complete tasks via AI alone. Severity: medium
Power grid instability disproportionately impacts disabled citizens dependent on medical equipment, yet energy policies for AI infrastructure ignore this vulnerability, contravening Article 14 equality principles.
The source text discusses power grid instability but does not explicitly mention Article 14 equality principles. Severity: medium
The Rights of Persons with Disabilities Act 2016 mandates universal design under Section 40, but AI deployment in recruitment and healthcare proceeds without disability audits, risking algorithmic discrimination.
The source text mentions the RPWD Act 2016 but does not explicitly state that AI deployment proceeds without disability audits. Severity: medium