Research & ideasPublished and in development

Questions about the future that deserve better thinking.

Published2

Zero-Knowledge Proof in Blockchain Ecosystems for Enhanced Voting Transparency in the Catalyst Voting Process

Preprints.org · 2024-12 · Duke Peter as co-contributor

Not peer-reviewed

NextGen Developers Hackathon 2025 — Project Close-Out Report

Cardano Project Catalyst, Fund 13 · 2026-04 · Duke Peter as author

Not peer-reviewed

In developmentLabelled, not listed as finished

The Community-First Intelligence Framework

Integrating Ubuntu ethics into AI development and deployment practice. In active use across SingularityNET's R&D Guilds, AI Sandbox and Global Ethics Initiative. Being prepared for publication with a permanent identifier.

Read what exists ↗

Governing AI at the Edge

Community-driven AI adoption and the limits of frontier governance frameworks in West Africa. What changes when local institutions and affected communities are treated as participants in governance rather than recipients of it.

Unpublished · in progress