TheFinAI/FinDendro
FinDendro: Temporal Self-Knowledge of LLMs on Dated Financial Facts FinDendro measures two dates for a language model: where its knowledge of dated financial facts actually ends, and where the model says it ends. Every answer is tied to the model's own claim of knowing it, so the benchmark can test the safeguards used in LLM backtests (vendor-stated cutoffs, self-reports, self-report filters, and "assume today is ..." prompts). Facts Dated, effectively unrevised… See the full description on the dataset page: https://huggingface.co/datasets/TheFinAI/FinDendro.
| Author / organization | TheFinAI |
|---|---|
| License (as declared) | cc-by-4.0 |
| Downloads | 0 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 24 October 2026 |
| Last updated at source | 24 October 2026 |
Recent changes
- 24 Oct 2026 License: none → cc-by-4.0
- 24 Oct 2026 Description: none → FinDendro: Temporal Self-Knowledge of LLMs on Dated Financial Facts FinDendro measures two dates for a language model: where its knowledge of dated financial facts actually ends, and where the model says it ends. Every answer is tied to the
- 24 Oct 2026 Topics added task_categories:question-answering, task_categories:multiple-choice, finance, economics, knowledge-cutoff, temporal-knowledge, llm-evaluation, look-ahead-bias, backtesting
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