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Sonia Joseph

Ghost
soniajoseph.ai· irregular· Published 4 months ago

Sonia Joseph writes research-driven essays on AI interpretability and world models, including findings from a Meta study on physics representations in video models and technical notes on probing neural networks. The newsletter offers original arguments and expert analysis aimed at researchers and engaged readers of AI science.

interpretabilityworld modelsmechanistic interpretabilitylogit lenslinear probesjepavideo modelsphysics emergencevision transformercausal discoveryinternal world modelai research
Platform
Ghost
Frequency
Irregular
Latest issue
Jun 19, 2026
Language
English
Written for
AI researchers and technically engaged readers
Tone
analytical
Tracked since
Oct 25, 2026

Website: https://www.soniajoseph.ai/