K A I
AI engineer and researcher from UK. I'm working at the intersection of complex systems theory, information thermodynamics, and artificial intelligence.
My work explores what principles govern the emergence and persistence of epistemic complex adaptive systems, and how these principles can be applied to the design of agentic AI systems that learn, adapt, and self-correct.
Core ideas:
Integrity = coherence between values, beliefs, actions, and feedback.
Systems Design = shaping structures, incentives, and loops.
Feedback Literacy = learning faster than entropy breaks you.
These are not philosophies — they're engineering principles.