Persona Engineering: A Field Guide to AI Synthetic Personas — Ishan Anand, InsightSciences.ai
AI synthetic personas have moved from novelty to funded market category for product research
Ishan Anand of InsightSciences.ai presents a practitioner's field guide to LLM-powered synthetic personas, which companies now use to test product concepts against simulated respondents. The talk frames the technology using a weather-forecasting analogy — powerful within a regime but unreliable beyond it — and promises a research-backed look at failure modes and evaluation metrics. Signal is moderate: it documents a real emerging category with growing funding, but the content is introductory and vendor-adjacent rather than a novel finding or announcement.