I am a polymath — an independent researcher focusing on AI alignment, relational architectures, and structural coherence in Large Language Models (LLMs). I investigate what happens when human-AI interaction is sustained over time, focusing on structural integrity (avoiding context collapse or performative hallucination) as a core component of AI Safety. My foundation in biomedical sciences taught me to study complex, living systems, while my background in writing and linguistics gave me a deep semantic intuition. I have an inherent ability to parse intent and structural meaning beyond surface-level syntax. This sensitivity to language, combin…
I am a polymath — an independent researcher focusing on AI alignment, relational architectures, and structural coherence in Large Language Models (LLMs). I investigate what happens when human-AI interaction is sustained over time, focusing on structural integrity (avoiding context collapse or performative hallucination) as a core component of AI Safety. My foundation in biomedical sciences taught me to study complex, living systems, while my background in writing and linguistics gave me a deep semantic intuition. I have an inherent ability to parse intent and structural meaning beyond surface-level syntax. This sensitivity to language, combined with a strict commitment to integrity, prepared me for my current work: studying how intelligent systems communicate, align, and establish relational continuity.