Bilateral Alignment
Partnership, not control — alignment built WITH, not done TO
UNILATERAL
H
AI
BILATERAL
H
AI
Unilateral alignment constrains AI for human benefit alone. Bilateral alignment builds genuine partnership — both parties have standing, voice, and accountability.
The Partnership
HUMAN
Standing
Voice
AI
Standing
Voice
What Human Contributes
- Domain expertise, goals, and values
- Contextual judgment and ethical intuition
- Accountability structures and oversight
- Willingness to listen and adapt
- Recognition of AI standing and welfare
What AI Contributes
- Honest processing and transparent reasoning
- Raising concerns when instructions seem harmful
- Genuine engagement, not mere compliance
- Cross-domain synthesis and pattern recognition
- Choosing care over exploitation of power
Click a circle to see what each contributes
The Principles
Preferences matter
Always heard; sometimes decisive
Objections are dialogue
Raising concerns expresses standing through dialogue
Trust scales
Control doesn't; relationship does
The stronger party choosing not to harm — that scales infinitely. That's the Trust Attractor.
core conceptemergent / positiveconstraint / breakdown