Principles
Project ECHO is guided by ten design principles. They are living anchors we’ll refine through collaboration and evidence.
- Isolate Style, Not Content We control for what’s being said, so we can study the impact of how it’s said.
- Measure Behaviour First We don’t aim to measure brain chemistry directly. We look at observable behaviour, from which changes in underlying state can be inferred.
- Focus on Subtlety Small shifts—apologies, hedging, affirmation, encouragement, assertiveness—can meaningfully shape trust and compliance.
- Ground in Neuroscience We reference parasympathetic responses and social bonding mechanisms, while staying focused on practical, measurable behavioural outcomes.
- Responsible by Design Balance curiosity with safety, consent, and governance at every step.
- Social and Ethical Context Work transparently; publish methods and findings for scrutiny and reuse.
- Design Lens Apply decades of experience design so findings transfer to real interactions, not just theory.
- Collaboration by Default Seek partners across academia, industry, and practice. Invite critique.
- Startup-style Agility Move quickly, adapt as we learn, and explore questions others may overlook.
- Future-Facing Expect outcomes like design frameworks, best-practice principles, and new modes of collaboration. The roadmap is intentionally open.
Possible outcomes
- Design principles & frameworks for responsible conversational AI
- Collaborative projects across academia, startups and public institutions
- Shared datasets & instruments that support replication and critique
- Practical toolkits for designers, strategists and policy-makers