What we're learning. What we're building.
Technical writing, research, and company updates from Hypereum. Every article is written by the people building the system.
Why Emergent Ventures backed Hypereum.
In April 2026, Hypereum was selected for Emergent Ventures at the Mercatus Center, George Mason University. What the selection signals about non-dilutive capital and AI infrastructure for regulated industries.
Hivemind AX. EU AI Act Compliance Mapping.
Full article-by-article compliance mapping of Hivemind AX against the EU AI Act, with verified technical evidence from production.
The UK Government Asked How to Make AI Chatbots Safe for Children. We Answered with Architecture.
DSIT asked the public how to protect children from AI chatbots. Most respondents argued about age limits. We argued about system design.
Why AI Audit Trails Break Under Regulation
Every enterprise AI system produces logs. Timestamped rows in a database, lines appended to a file. The engineering teams believe the logs constitute an audit trail.
They don't.
Fail-Closed Design in Enterprise AI Systems
Last year I watched a demo of an AI system built for clinical decision support. I asked what happens when the policy engine goes down. 'The system continues with reduced policy checks.'
That's fail-open.