GPTs show promise for spreadsheet modeling but remain unreliable for professional use

A new paper explores the use of GPT-based tools for creating spreadsheet models, evaluating five extensions and focusing on Excel AI. The research found that while these tools can generate structured models, they are inconsistent and unreliable for professional use due to issues with confidence and workflow. The paper suggests that skilled users are still necessary to verify and adapt GPT-generated spreadsheets, recommending future research in prompt engineering and reproducibility. AI

IMPACT Current GPT tools for spreadsheet modeling are unreliable for professional use, requiring human oversight for verification and adaptation.

RANK_REASON This is a research paper evaluating AI tools for a specific task.

Read on arXiv cs.AI →

• arXiv
• GPT
• Simon Thorne
• Tom Grossman
• Excel AI

• paper
• product

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