Thoughts on synthetic personas, diverse perspectives, and evaluation insights.
Anthropic researchers discovered a neural 'axis' that controls AI personality. Here's what it means for anyone building with LLMs.
What are audience perspectives? Segment-level synthetic personas that evaluate content, answer research questions, and surface diverse reactions — from ads to policies.
Conformity bias distorts focus group feedback in predictable ways. Here's what five peer-reviewed studies reveal about the problem—and what alternatives exist.
New research reveals that advanced reasoning models succeed by simulating internal debates among diverse perspectives, not by simply computing more steps.