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AI Leaderboard Ranks Top Finance Research Papers

Wharton professor Ethan Mollick shares an AI leaderboard that scores finance and economics papers.

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8 Sources, 24d ago, first seen 24d ago

TLDR

Ethan Mollick posted that AIs are retroactively reading published finance and economics papers, identifying opportunities and issues, then sharing those judgments publicly. He described the AI Referee Paper Leaderboard as both an interesting experiment and a sign of a tsunami coming for academia. The leaderboard comes from Georgetown University's AI, Analytics, and the Future of Work Initiative and uses an ensemble of LLM referees to score working papers. Visible replies raised points about plagiarism detection, journal rules against AI use by editors, accuracy questions, and possible extensions to medical literature.

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135.1K

8 Sources, first seen 24d ago

1.2K likes54 comments693 saves196 reposts
Featured Source

Combined views

135.1K

8 Sources, first seen 24d ago

1.2K likes54 comments693 saves196 reposts
AI Leaderboard Ranks Top Finance Research Papers

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8 Sources

@emollickThis is both an interesting experiment and a sign of a tsunami coming for academia. AIs retroactively reading the research and finding both opportunities and issues with published papers, then sharing those judgements publicly. https://d3jhl7jsny6f2h.cloudfront.net/
@simonelli_ryan@emollick I hope AI likes my work better than other philosophers do 😂
@HeathDingwell@emollick But how do we know the tools doing this work are accurate?
@DonaldClarkTrue of both faults in papers but also, potentially, plagiarism in academe.
@OzzieCrocco@emollick And yet journals won’t allow editors and reviewers to use AI…
@_akpiperHow it started: AI hallucinates!! How it's ending: AI shows all the ways humans hallucinate!
@robertlufkinmdThis needs to happen for the medical literature.
@__paleologoThe Gods are coming to lay judgment and waste upon you. Yes, you too, Daron.
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    Ethan Mollick

    8 Sources

    @emollickThis is both an interesting experiment and a sign of a tsunami coming for academia. AIs retroactively reading the research and finding both opportunities and issues with published papers, then sharing those judgements publicly. https://d3jhl7jsny6f2h.cloudfront.net/
    @simonelli_ryan@emollick I hope AI likes my work better than other philosophers do 😂
    @HeathDingwell@emollick But how do we know the tools doing this work are accurate?
    @DonaldClarkTrue of both faults in papers but also, potentially, plagiarism in academe.
    @OzzieCrocco@emollick And yet journals won’t allow editors and reviewers to use AI…
    @_akpiperHow it started: AI hallucinates!! How it's ending: AI shows all the ways humans hallucinate!
    @robertlufkinmdThis needs to happen for the medical literature.
    @__paleologoThe Gods are coming to lay judgment and waste upon you. Yes, you too, Daron.
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