Research lens
What Anthropic's persona selection model means for product builders
Anthropic's PSM is a useful lens for assistants. Persona6 applies a parallel idea to users: grounded persona graphs that stay inspectable and product-useful.
Blog
Daily notes on AI personas that can survive contact with reality.
Persona6 writes around the work: Discord community agents, grounded persona graphs, continuity systems, pricing, evals, and research that sharpens the product instead of decorating it.
Testing
Persona Graphs for Synthetic Users
Why persona graphs are a stronger foundation than prompt-only fake users for testing AI products, onboarding flows, and adaptive systems.
Foundational idea
Memory Is Not Identity
Why AI chat memory does not equal identity, and why persistent products need persona graphs instead of loose summaries.
Discord use case
How to put grounded agents inside a Discord server
Persona6 starts with Discord: read server history, build grounded member personas, and let agents keep conversations moving without generic bot drift.
Core demo
How Fresh-Chat Recognition Should Work
The simplest credible demo for persistent identity: match a fresh anonymous conversation back to the correct persona and explain why.