Interviews
Both soccer players said this platform-related activity sometimes increased their anxiety after bad games.
What is reading negative social media comments
Winchester & Chang’s study in Paper 1 looked at 82 professionals from this league, which the paper calls the highest-level soccer league in the world.
What is the Premier League?
In Paper 2, Sullivan & Cromwell is this type of organization, and its memo reflects the experiences of its own staff
What is a law firm
In Paper 2, the GAO report was written by this type of organization, which was reporting to Congress
What is a federal government agency
Jonathan Shore said he avoids doing this before games because a negative comment once distracted him during a match.
What is checking social media
Winchester & Chang’s study in Paper 1 looked at this position on the field.
What are defenders?
Sullivan & Cromwell says machine learning has long been used in due diligence, but generative AI adds risk analysis, summarization, benchmarking and these two kinds of research.
What are market research and legal research
The GAO combined government, academic and industry documents with interviews of financial institutions, academia, technology providers and these officials
Who are regulators
The anonymous player said negative comments sometimes affected these two things outside of soccer
What are sleep and concentration
Winchester & Chang found that negative comments did not really affect this, even though they received plenty of them.
What is the players’ on-field performance?
Paper 2 says this is Sullivan & Cromwell’s main idea: protected material could lose it if shared with cloud-based or third-party AI tools
What is confidentiality
Paper 2 says the GAO report’s specificity is limited because it covered this whole area rather than investment banking specifically
What is the financial services sector
Jonathan Shore said being left off a list ranking young players negatively affected this aspect of his career.
What is his confidence or perception of his public image
Despite the performance result, Winchester & Chang found a connection between negative comments and this outcome for some players.
What are disciplinary outcomes?
Sullivan & Cromwell warns that AI can sound sure while being wrong. Paper 2 illustrates this risk with lawyers who filed documents citing these
What are cases that did not exist
The GAO lists inaccurate outputs, hallucinations and this data problem among AI’s risks
What is poor quality data
Despite the negative effects, both interviews showed that social media provides these two important career benefits
What are connecting with fans and building a professional brand
Paper 1 says Winchester & Chang’s results differ from its interviews because the study looked at performance statistics, while the interviews captured these.
What are the players’ own personal experiences?
Sullivan & Cromwell says all AI work should be reviewed by appropriate lawyers as firm policy. Paper 2 says confidentiality is central for lawyers because they typically try to minimize this
What are liability and risk
Along with privacy and cybersecurity threats, the GAO lists this as a main risk, which echoes Sullivan & Cromwell’s concern about third-party AI tools
What is dependency on third-party technology providers