
Navor
Navor prepares the dossier before final review, linking uploaded evidence with bank movements and accounting rows.

Navor prepares the dossier before final review, linking uploaded evidence with bank movements and accounting rows.
The Algorithmic Transparency Recording Standard (ATRS) establishes a standardised way for public sector organisations to publish information about how and why they are using algorithmic tools.
This report scans the landscape of AI use in the public sector at the state and local level, evaluating its benefits and harms through the examples of chatbots and automated tools that transcribe audio, summarize policies, and determine eligibility for benefits.
Course designed and taught by Soizic Pénicaud at Sciences Po Paris’ Graduate School of Public Affairs in September-December 2021, 2022, 2023, 2024.