Intelligent But Orphaned: Why the World's Smartest Machine Has No Idea Who You Are
Analysis of context retention mechanisms in AI and the fundamental limitations of current models in establishing continuous memory.
AI Researcher, Analyst & Technical Writer
I work at the frontier between artificial intelligence and the people who live it.
What I can do for you
Technical & Executive Writing
Technical documents, whitepapers, executive ghostwriting and B2B content that translates complex AI and technology topics into clear, high-impact communication for decision-makers.
Accessibility Auditing (Vision-centered)
End-to-end accessibility audits for digital products, focused on low vision and visual impairment. Combines automated detection with real-user experience and references WCAG 2.2 and international accessibility standards.
Responsible AI Consulting & Governance
Advisory and implementation for organizations adopting AI responsibly — ethics frameworks, ISO standards, risk assessment and human-centered governance. Includes an AI Readiness diagnostic with senior leadership.
Perspective & Research
My applied work is informed by an active research perspective on the human and social impact of AI — across accessibility, governance, cognition and the sociotechnical dimensions of intelligent systems.
Research Themes
Human-Centered Systems
Systems designed to align with and amplify human cognition and functional utility.
Accessibility & Inclusive Design
Multimodal interfaces and adaptive technologies for diverse cognitive and physical needs.
Responsible AI & Governance
Frameworks for ethical deployment, risk mitigation, and systemic accountability.
Human-AI Interaction
Study of behavioral dynamics, trust, and communication in synthetic-human partnerships.
AI & Society
Broader impacts of intelligent automation on culture, labor, and social structures.
Essays & Research
Curated archive of independent research, technical essays and socio-technical analysis.
This space features long-form analysis and research notes exploring the intersection of artificial intelligence, cognition, accessibility, and human behavior.
Replicants Intelligence: Why we apologize to a calculator with good diction
A case study on algorithmic anthropomorphization and how the design of conversational interfaces influences user perception.
Let's talk
If you have a project, idea or challenge that could use a sharp perspective — let's talk.
fermavec@gmail.com