CNAF Algorithmic Scoring: Partial Transparency and Persistent Opacity (laquadrature.net)

• Source code published but lacks critical context
• System targets vulnerable populations for audits
• Call for full disclosure of weighting variables

"The French Family Allowance Fund (CNAF) released the source code for its recipient scoring algorithm on Jan 15. However, critics argue this is 'performative transparency' because critical components—variable weighting, training datasets, and actual implementation logic—remain hidden. This system flags citizens for fraud risk based on socio-economic profiles, raising concerns about automated discrimination and the lack of meaningful oversight in public administration."