01: How does Gen AI Impact Finance Flashcards

1
Q

Why should we be aware of Gen AI

A
  • 1/3 of organizations are using in at least one business function
  • need to consider how gen AI can influence our potential finance careers
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2
Q

How does Gen AI work

A
  • creates content in response to user’s prompt
  • uses algorithms to mimic the human brian’s learning and decision process
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3
Q

Can Gen AI takeover humans

A
  • Gen AI has made automative tasks much easier, so yes in that aspect
  • Gen AI cannot replicate authencity, but only copy it
    Ex.
  • when you write an email to show sympathy is not the same as you writing and Gen AI writing it
  • you don’t get in touch with your emotions & don’t get why you feel that way
  • the potential connection is gone
  • no connection, struggle to understand, and less motivation
  • example, connecting with partners, managers, peers
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4
Q

How are Quantitative Traders and Hedge Funds using AI

A

1.algorithmic trading for long-short public equities

  1. research and reporting
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5
Q

AI impact on research and reporting

A
  • analyze vast datasets
  • generate insights from alternate data sources (news & earnings reports)
  • create detailed financial summaries
    Key Point
  • focus on strategy and decision-making
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5
Q

AI impact on algorithmic trading for long-short public equities

A
  • identify market inefficiencies
  • predict stock movements
  • dynamically adjust long and short positions based on real-time data and sentiment analysis
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6
Q

How are Large US Banks using AI

A
  1. chatbots to streamlines and ehance customer service
  2. fraud detection
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7
Q

How AI chatbots used

A
  • handle routine customer inquirities
  • account management
  • financial advice
    –> reducing the need for human intervention
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8
Q

How fraud detection was used

A
  • analyze vast amounts of transactional data in real time
  • identify unusual patterns & behaviours
  • enables banks to respond quickly
    overall: reduce financial losses and improve overall security
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9
Q

Why is AI a threat to security

A
  • threat actors can quickly adapt and use it for harmful purposes
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10
Q

Why do small businesses struggle to keep up with big businesses (AI)

A
  • not sustainable to have the resources (internal, historical data, and expertise)
  • require a cross-enterprise approach where technology, legal, and compliance teams work together
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11
Q

How has AI shift the demand of skills

A
  • seek communication, interpersonal, and team0building skills
  • increase an opportunity to learn and develop (adapt to changing nature of their business with Gen AI)
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