Hilal Agil
I look for the problems that will shape the future, and try to build toward them.
My work sits at the frontier of AI, decentralized computing, and blockchain — focused on who governs intelligence and data as they become part of everyday life. Most of my time now goes to Tenzro and Ipnops.
I grew up in the Maldives, studied Data Science and Machine Learning at Oxford, and started out in music before technology. More about me →
Currently
Ipnops
2026 — presentMaking the world’s data — across digital and physical spaces — something AI can reach, understand, and act on safely, with clear rules for how it is accessed and governed. Built for a world where AI needs far more data than the web can provide.
Vestigim
2026 — presentLiving models of artistry — mapping how an artist decides and how they sound into ownable, licensable layers of the catalog. The Vestigim Graph captures an artist’s judgment; Machine Sounds captures their authenticated sound-craft, from instruments to entire rigs.
Naturecode Project
2025 — presentFrontier technology in service of environmental conservation and biodiversity — research, publications, open standards, and open-source tools, continuing the work begun with The Eco Org in the Maldives.
Tenzro
2024 — presentAn open protocol and network for decentralized AI and distributed computing — built so the future of intelligence isn’t controlled by a few.
Writing
- Permissionless IntelligenceMost countries can't build a gigawatt AI campus, and most operators can't rent one. Open models are now good enough that they don't have to — what's missing is a network anyone can join, run a node on, and provide AI to. Notes on building Tenzro, and why it matters for small nations and independent operators.
- The Gating of IntelligenceWhen access to the most capable AI models becomes conditional, gated, and revocable overnight, the case for verifiable and distributed systems stops being ideological and becomes practical.
- Who Does the Agent Answer To?AI agents can now hold money and spend it — the payment rails arrived this spring. Identity, liability, and governance are being retrofitted afterward, and that order is backwards.
- Privacy Is Not a SettingA court order for twenty million chat logs, an opt-out nobody saw, and a cloud vendor that couldn't promise anything under oath. Data sovereignty isn't a toggle you flip — it's decided by architecture and jurisdiction, long before you reach the settings page.
- Data Has a Chain of Custody NowThe AI data debate has quietly moved on from whether training is fair use to how the data was gathered. That shift changes what the next decade of AI gets built on — and who gets paid for it.