Commentary.

Reflections on conversational AI, tone, behaviour, and industry developments. Short notes and statements that frame Project ECHO’s research context.


Published notes

Sept 2025 - Statement on OpenAI’s “Personality” Release

Why tone presets are more than cosmetic, and how stylistic variation functions as a behavioural lever in AI–human interaction.


More commentary coming soon.

We will publish short-form reflections, safety perspectives, behavioural notes, design insights, and study-context updates.