Writings
Essays, white papers, and research-backed writing on AI, accessibility, self-expression, and human variance. These works examine how systems interpret signals, how design choices shape agency, and how accessibility from inception creates stronger digital infrastructure.
Whitepaper · May 2025
When AI treats disability as a defect to be cured, it misses an immense market and risks real harm. This paper reframes the conversation, asking how AI can learn from, be shaped by, and amplify disabled voices rather than silence or correct them.
Whitepaper · June 2025
AI systems often fail to recognize the diverse signals used by nonspeaking and neurodivergent individuals, treating gaze, gesture, metaphor, or silence as noise. This paper proposes a signal-first, embodied approach to AI interaction design.
Whitepaper · August 2025
Multi-Agent Systems are evolving beyond automation into active collaboration. This paper explores how MAS architectures built on embodied cognition, ethical deliberation, and neuro-inclusive design can better serve the full range of human experience.