Role of Artificial Intelligence (AI) in Finance | Current Affairs | Vision IAS

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In Summary

  • AI enhances financial services through improved customer interaction, credit delivery, fraud detection, and compliance.
  • Concerns include AI bias, data privacy, the 'black box' nature of models, and increased cyber risks.
  • Key Indian banking applications of AI include chatbots like SBI's IA and fraud detection on platforms like YONO.

In Summary

While AI could reshape how financial institutions serve customers, monitor risks, and strengthen oversight, its adoption without adequate safeguards can amplify existing weaknesses. 

Significance of AI in Finance

  • Convenient Customer Interaction: Simpler, more intuitive and responsive through multi-lingual chatbots. 
  • Improve Credit Delivery: AI can supplement traditional finance methods (collateral, financial statements, etc.) by drawing insights from a wider set of patterns in transaction behaviour, repayment flows and business activity. 
  • Fraud detection and Risk Management: Identify unusual patterns, flag suspicious activity and support faster intervention. 
  • Compliance and Supervision: Analysing large volumes of information, identifying patterns and drawing attention to anomalies. 

Associated Concerns

  • Bias and unfair Outcomes: While AI systems learn from data, data could carry imprints of past behaviour, existing inequalities and structural exclusions. 
  • Black Box nature: Opaque nature of systems can produce outcomes not always acceptable to customer, manager or regulator. 
  • Data privacy: Financial data are amongst most sensitive forms of personal information.
  • Model and Concentration risk: If multiple institutions rely on similar AI models, a flawed model can impact billions of customers. 
  • Cyber risk: Fraudsters  and bad actors can use AI to craft more convincing phishing attempts, create deepfakes, etc. 

Key Applications of AI in Indian Banking 

  • Chatbots: SBI Intelligent Assistant; Baroda Brainy (Bank of Baroda); etc. 
  • Fraud Detection: SBI's YONO platform incorporates AI for fraud prevention, etc. 
  • Fast Customer Delivery: HDFC Bank’s Eva (AI chatbot) addressed multiple customer queries in few months of adoption, etc. 
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RELATED TERMS

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Deepfakes

Synthetically generated or manipulated media, often videos or audio, that depict someone saying or doing something they did not actually say or do, created using AI techniques.

Cyber risk

Cyber risk pertains to the potential for damage, disruption, or unauthorized access to information systems due to malicious cyber activities. AI can both mitigate and exacerbate cyber risks, as advanced techniques can be used for both defence and attack.

Model and Concentration risk

Model risk in AI refers to the potential for errors or biases in an AI model's design or data leading to incorrect outcomes. Concentration risk arises when multiple institutions rely on similar AI models, potentially leading to systemic failures if a flawed model is widely adopted.

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