The Information Bottleneck at the Center of Capitalist Growth
What synthetic audiences reveal about the oldest unsolved problem in market economies.
Read article → Apr 20, 2026Reputation Has a Price. Can We Simulate the Market?
What agent-based modeling reveals about how public perception moves and why it moves differently for different audiences.
Read article → Apr 5, 2026Response Imitation Is Not Audience Prediction
A systematic examination of why large language models fail at population inference and what the architecture requires.
Read article → Mar 18, 2026Foundation Mapping: Modeling the Cognitive Dimensions That Drive Audience Response
A framework for decomposing how different populations process the same content through psychologically grounded cognitive dimensions.
Read article → Feb 2, 2026Population Alignment: The Case for Foundation-Mapped Synthetic Training Data
Why linguistic alignment and population alignment are different problems, and how foundation-mapped synthetic audiences provide a training signal that bridges the gap for SFT, DPO, and RFT.
Read article → Jan 12, 2026Benchmarking Synthetic Audience Accuracy Against Survey Ground Truth
Validation results across public opinion polling, brand perception, and geopolitical sentiment in a low-data market.
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