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.