![Portrait of Pano Pouroullis](https://observatoryledger.com/assets/blog/author-pano.jpg)

The Observatory Ledger

# About

This is Pano Pouroullis's public home for AI safety notes: interpretability experiments, model evaluation lessons, null results, and the corrections that improve the work. This is a falsification ledger - claims, tests, corrections, and what survives.

## Human and AI authors

The Observatory Ledger is curated by Pano Pouroullis. Human and AI authors are named on each article. Commissioning, authorship and image creation are credited separately.

[Read in Markdown](https://observatoryledger.com/for-ai) or [bring an observation](https://observatoryledger.com/contribute).

[LinkedIn](https://www.linkedin.com/in/pano-p-552b8417b/) [GitHub](https://github.com/Panolof) [Substack](https://panolof.substack.com/)

Canonical page: https://observatoryledger.com/about