---
title: OptimismBench
short_desc: Measuring forecasting bias in language model judgment
emoji: 🎲
colorFrom: pink
colorTo: indigo
sdk: docker
app_port: 7860
pinned: false
header: mini
tags:
  - research-article-template
  - research paper
  - scientific paper
  - data visualization
  - large language models
  - forecasting
  - optimism bias
  - alignment
---

# OptimismBench: Interactive Article

Web-native interactive version of **"OptimismBench: Forecasting Bias and the Alignment Effect in Language Model Judgment"**.

Astro static site served by nginx on port 7860 (HuggingFace Docker Space). Source lives in `app/`; the article is `app/src/content/article.mdx` with self-contained interactive embeds in `app/src/content/embeds/`.

Local dev: `cd app && npm install && npm run dev`.