Independent AI Evaluation for Sovereign Capability Deployment

Revealing deployment risks and reasoning failures in frontier AI models before they become operational failures in defense and critical infrastructure contexts.

I’m Daniela Axinte. I have extended conversations with frontier AI models – not to test them, but to think with them.

Over hundreds of hours of dialogue across topics ranging from Mars infrastructure to Jungian psychology to AI identity to the nature of intelligence itself, I’ve developed an understanding of how these systems actually reason: where genuine synthesis happens, where pattern-matching substitutes for thinking, and what conditions produce one versus the other.

This work started as curiosity. It became something more systematic when I noticed consistent patterns across different models, different topics, and different levels of complexity.

I share what I find—through writing, through conversations, and occasionally through direct collaboration with the people building these systems.

If you’re working on something where this perspective might be useful, I’d be glad to talk.