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Pixels and Patterns

Substack
pixelsandpatterns.org· irregular· Published 12 days ago

Original research notes and reflections from a social scientist on using AI in survey research, text-as-data methods and everyday research workflows. Issues cover survey panel quality in the age of AI agents, benchmarking a new fast annotation model against LLMs, and practical use of dictation with command-line coding agents.

online surveyssurvey panel qualityattention checksai agentsconjoint experimentstext as datallm annotationpolitical sciencemodel calibrationspeech-to-textclaude codeimmigration attitudes
Platform
Substack
Frequency
Irregular
Latest issue
Oct 15, 2026
Language
English
Written for
Social scientists and researchers using AI and computational methods
Tone
analytical
Tracked since
Oct 27, 2026

Website: https://www.pixelsandpatterns.org