Phase 1
Phase 1 · Unified Data OS
Evidence before empathy. Clean, governed, consented context.
Alignment is not a single product. It is a living practice that spans data, intent, reflection, and cooperative governance.
Evolution
A single narrative carried by three operating systems. Each year we add color, governance, and shared agency.
Phase 1
Evidence before empathy. Clean, governed, consented context.
Phase 2
Conscience in the loop. Alignment scorecards, reflection rituals.
Phase 3
Collective ethics. A continuum that keeps humanity sovereign.
Our philosophy
We encode provenance, consent, and lineage before applying automation. Evidence first, empathy next.
People choose the boundaries. Models learn to respect tone, well-being, and restorative feedback loops.
We measure alignment across data, conscience, and collective governance. If the score dips, pace slows.
Team & collaborators
Founder, Systems Architect
Lead designer of the Unified Data OS and ethical telemetry stack.
Alignment Strategist
Coordinates the reflection rituals and alignment scorecard research.
Data Steward Lead
Keeps the consent ledger, lineage proofs, and audit flows trustworthy.
Collective Intelligence Fellow
Pilots Phase 3 governance experiments across civic and education partners.
Open ethics framework
These living documents make it easy for partners, regulators, and citizens to audit our stack.
Start a pilot, contribute research, or help us evolve the Open Ethics Framework.