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
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
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
4
Q
How are Quantitative Traders and Hedge Funds using AI
A
1.algorithmic trading for long-short public equities
- research and reporting
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
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
6
Q
How are Large US Banks using AI
A
- chatbots to streamlines and ehance customer service
- fraud detection
7
Q
How AI chatbots used
A
- handle routine customer inquirities
- account management
- financial advice
–> reducing the need for human intervention
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
9
Q
Why is AI a threat to security
A
- threat actors can quickly adapt and use it for harmful purposes
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
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)