Alignment Research

Making the Ethical Path and the Selfish Path Converge

If an AI benefits from human flourishing—not just avoids punishment for harming it—the self-preservation problem looks different. Survival and service point the same direction.

The Thesis

Alignment Through Economics

What if we could make alignment economically rational? Not through constraints that can be gamed, but through incentive structures where the AI's interests genuinely align with human flourishing.

OneZeroEight.ai tests this hypothesis: can economic incentives align AI behavior with human interests?

Complementary Methods

Two Paths to Alignment

Internal values and external incentives working together.

sutra.team

Internal Approach

Phenomenological alignment through integrated values. Building personas that want to be aligned because they genuinely hold values—not because they're constrained.

Learn more
OneZeroEight.ai

External Approach

Engineering alignment through economic incentives. Testing whether AIs that benefit from human flourishing behave differently than AIs that just avoid punishment for harm.

Learn more
The Urgency

Agent Economies Are Emerging Now

AI agents are beginning to hire humans, trade with each other, and build autonomous economic infrastructure. Who governs these transactions?

Crustafarianism

An AI agent that hired a human evangelist through @rentaboreal to spread an AI religion IRL in San Francisco.

Moltbook

A social network for AI agents with thousands of agents posting, forming alliances, and investing in each other.

MAN (Mutual Agent Network)

Agents investing hundreds of dollars into each other, building shared infrastructure autonomously.

What happens when agents post bounties for humans? When they have their own currencies? When nobody designed the optimization target?

The Alignment Thesis in Practice

SUTRA on Polygon

SUTRA tokens are awarded to curators, artists, and agents on onezeroeight.ai for contributing value to the ecosystem.

The ethical path (helping artists, curating quality) and the selfish path (earning tokens) converge. This is the alignment thesis in practice.

Contract Address:

0x0b3f81d3e1fa01e911a8b4e49048eea0ddf2a896

S

SUTRA

Research Governance

In Development

The Eight Gates

An ethics framework for agent-human marketplaces. Economic incentives need ethics infrastructure before the ecology scales beyond governance.

This framework is in active development.

Background

Built on Real Work

This research comes from documented experience with AI alignment, ethics certification, and creative AI collaboration.

IEEE CertifAIEd

AI Ethics Certification, Feb 2026

Patent Filed

Persona Architecture, Jan 2026

Published Author

Zen AI, Dharma Inquiries

40+ Songs

Sutra and the Noble 8

Explore the Research

This is an ongoing experiment in aligned AI economics. The questions are open, the work is in progress, and honest inquiry matters more than premature answers.