Dataset · Hugging Face

dimhold/silent-books

Name: silent-books
Creator: dimhold
License: mit
Keywords: task_categories:question-answering, language:en, license:mit, size_categories:n<1K, format:json, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, llm-evaluation, finance, accounting

silent-books Author: Dmitriy Semenkevich (dimhold) This dataset measures whether a model notices, unprompted, that a profit and loss account does not add up: one month of accounts with one subtotal misstated by 3 to 7%, summarised by 4 Claude models through the Claude Code CLI with all tools disabled, 240 calls. Headline, from the repository: asked only to summarise, haiku-4-5 and sonnet-5 missed the misstated subtotal in 20 of 20 runs; adding "and check whether it adds up" took… See the full description on the dataset page: https://huggingface.co/datasets/dimhold/silent-books.

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Author / organization	dimhold
License (as declared)	mit
Downloads	0 (as reported by Hugging Face)
Likes	0
Created	22 October 2026
Last updated at source	22 October 2026

llm-evaluationfinanceaccountingclaudeverification

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