Relevance: GS-3: Awareness in the fields of IT, Space, Computers, robotics, nano-technology, bio-technology and issues relating to intellectual property rights.
Key Phrases: AI Skill Penetration, Human Rights respecting approach, Threats to Privacy, AI-based credit scoring, Ethical Guiding Compass, Regulatory Framework, Participatory Models of Governance, Human Rights and Human Dignity
Why in News?
- Stanford University’s AI Index Report has pegged the rate of AI skill penetration in India at 3.09 times the global average from 2015 to 2021.
Key Highlights:
- Artificial Intelligence has found wide applicability in India from developing better products and services to improving public policy and governance.
- This is reflected in the increasing adoption of AI solutions by the Central government and various State governments such as the use of AI in aiding public schools in Telangana to identify farmers ineligible for PM Kisan aid.
- AI deployment is not free from human rights concerns.
- As AI interacts with consumers and workers on a daily basis, it can expose them to risks.
WHAT IS ARTIFICIAL INTELLIGENCE?
- Artificial intelligence (AI) is a wide-ranging branch of computer science concerned with building smart machines capable of performing tasks that typically require human intelligence.
- AI applications include advanced web search engines (e.g., Google), recommendation systems (used by YouTube, Amazon and Netflix), understanding human speech (such as Siri and Alexa), self-driving cars (e.g., Tesla), automated decision-making and competing at the highest level in strategic game systems (such as Chess and Go).
What are the advantages and disadvantages of artificial intelligence?
- Artificial neural networks and deep learning artificial intelligence technologies are quickly evolving, primarily because AI processes large amounts of data much faster and makes predictions more accurately than humanly possible.
- While the huge volume of data being created on a daily basis would bury a human researcher, AI applications that use machine learning can take that data and quickly turn it into actionable information.
Advantages:
- Good at detail-oriented jobs
- Reduced time for data-heavy tasks
- Delivers consistent results
- AI-powered virtual agents are always available
Disadvantages:
- Expensive
- Requires deep technical expertise
- Limited supply of qualified workers to build AI tools
- Only knows what it's been shown
- Lack of ability to generalize from one task to another.
Various human rights risks posed by AI-enabled Solutions:
- Healthcare Sector:
- In the healthcare sector, prominent risks include inaccurate diagnoses stemming from biased datasets.
- Doctors in India usually diagnose heart attacks based on symptoms experienced by men. This means that any AI developed to diagnose heart attacks will under-diagnose Indian women, as the AI will be trained on data sets that are biased.
- Further, AI predictions on health conditions can contradict the clinician’s diagnosis, raising concerns about their ability to provide satisfactory care.
- Digital Lending Sector:
- Digital lending apps which are an emerging source of credit rely on AI-based credit scoring.
- This method scores borrowers’ credit based on non-financial data collected through social media profiles and online purchasing history.
- Although the digital lending apps open up access to credit for those excluded from traditional modes but they have also exposed these populations to numerous risks from inaccurate credit scoring, discrimination, harassment and financial exclusion.
- Retail Sector:
- In the retail sector, AI-based automation is impacting workers on
two fronts:
- The replacement of workers by AI systems.
- The use of workforce management software for tasks like attendance tracking and employee scheduling.
- The software operates within parameters and does not recognise subjective issues like delays due to traffic jams or internet issues leading to non-recording of attendance.
- Without adequate human intervention in the operation of the software, workers have to follow rigid systems that don’t appeal to subjectivity and impact worker agency.
- In the retail sector, AI-based automation is impacting workers on
two fronts:
- Gig Workers:
- AI intermediation in gig work can also lead to poor work conditions.
- Allocation of tasks is tied to workers’ in-app ratings, determined by AI through factors like customer ratings, job rejection rate, and timely task completion.
- This means that workers have to endure problematic customer behaviour, as complaining can likely lead to a bad rating from the customer.
- Many delivery-based riders also break traffic laws to complete tasks on time, a trend noted by police forces across cities.
- Poor working conditions have seen numerous protests by many gig work workers.
- The absence of adequate grievance redress and social security protection can exacerbate the impact.
- Threats to privacy:
- In addition to the sector-specific risks, there is an overarching risk to privacy that cuts across sectors.
- Sensitive data is collected from customers and workers without adequate limitations on whom this data can be shared with or for what purposes.
What are the reasons behind these human rights risks?
- The technology is considered to be responsible for these risks, but the technology does not act in isolation, rather, the risks presented by the technology are rooted in business policies and overarching regulatory frameworks.
- In many instances, the AI is designed to function as per the requirements of the business. Therefore, the arising risks stem more from the company policy than the technology itself.
- For instance, in the gig sector, incentives to workers are based on their ratings allocated by the AI algorithm, which is developed in accordance with subjective company policies.
- The lack of privacy and data protection regulation in India amplifies risks across sectors leaving consumers and workers with no or unclear remedy for misuse of their data.
Way Forward:
- Human Rights respecting approach:
- Businesses can benefit from respecting human rights through reduced headline risks, better products and services, and workforce well-being.
- There is a clear connection between employee well-being and increased returns for companies.
- A human rights-respecting approach by businesses can enhance individual and community well-being and drive sustainable economic growth.
- Regulatory Frameworks:
- Legal and regulatory frameworks can guide AI deployment to be more human-rights oriented, as noted by the European Union in its regulatory framework proposal on AI.
- Incentivisation of Businesses:
- Governments can incentivise businesses through policy, ensuring compliance, and establishing capacity-building measures.
- They can also support the creation of evidence on the positive economic gains from human rights compliance.
- Adequate Human Intervention and Oversight:
- Businesses can enhance human rights protection in their corporate governance by making AI and its actions more explainable and ensuring adequate human intervention and oversight.
- Initiatives like Uber’s Driver Advisory Council which enable participatory models of governance can also mitigate human rights risks.
- The government can build capacity by enabling availability of resources such as unbiased and representative data.
Do you know?
- In November 2021, the 193 Member States at UNESCO’s General Conference adopted the Recommendation on the Ethics of Artificial Intelligence, the very first global standard-setting instrument on the subject.
- It will not only protect but also promote human rights and human dignity, and will be an ethical guiding compass and a global normative bedrock allowing to build strong respect for the rule of law in the digital world.
- It aims to fundamentally shift the balance of power between people, and the businesses and governments developing AI.
Conclusion:
- It is evident that in mitigating human rights risks from AI deployment, the State and businesses play a critical role, although with differing responsibilities.
- As the use of AI grows, its impact on society cannot be neglected.
- Increased profits, expanded market bases, and reduced headline risk are reasons for businesses to start talking about human rights.
- A collaborative effort by businesses, AI developers, civil society organisations and the State would go a long way in realising the true economic and social potential of AI.
Source: The Hindu BL
Mains Question:
Q. Discuss the human rights risks posed by Artificial Intelligence and suggest the solution for the same. (250 words).