About¶
Founder¶
Nikhil Singhal¶
CTO | VP Engineering | AI Practitioner & Governance Strategist
I design, architect, and ship production systems across every pattern of the Human Intelligence Partnership Charter: the Foundation pattern, where AI is my daily build partner. The Tooling pattern, where the products I ship use AI to build but work without any AI dependency. The Pipeline pattern, where AI enriches data behind the scenes and users never see it. And the Integration pattern, where AI works alongside proprietary APIs and live data at runtime. These are not wrappers. They are architectures designed for two intelligences working together.
The building taught me something. The hardest problem in AI is not what the machine can produce. It is the structural gap between what the human means and what the machine does. I call it the Intent Layer. That insight became the HIP Charter, AI Trust Commons, and the From Instinct to Intent™ series.
25 years at Microsoft, T-Mobile, AT&T, Expedia Group, and Hitachi Consulting watching the distance grow between what leaders intended and what systems actually delivered. The governance layer between intent and execution was always the hardest part to get right. The same pattern is playing out in AI.
What is AI Trust Commons?¶
An open-source initiative building the cross-provider governance layer that is missing. The connective tissue between what governments and organizations want AI to do (governance intent) and what AI systems actually do (technical enforcement).
Publications¶
The From Instinct to Intent™ Series¶
The core thesis: the bottleneck in AI is no longer the technology. It is humanity's ability to discover and express intent, what we actually want AI to do, in forms that machines can act on faithfully.
The Human Intelligence Partnership Charter¶
Four partnership patterns. Fifteen positions on the map. Drop "artificial." Start building with intelligence.
Read the Charter at hipcharter.com
Charter DOI: 10.5281/zenodo.19078843
NIST Submission¶
| Title | Channel | DOI |
|---|---|---|
| Public Comment on AI Agent Governance (~5,000 words) | regulations.gov | 10.5281/zenodo.18903117 |
All articles published on aitrustcommons.org, Medium, and Zenodo. From Instinct to Intent™ is a registered trademark (USPTO Serial 99690685).