Inherited Trauma
A research-led visual-art project investigating inherited memory, absence and the afterlife of traumatic histories.
Violetta
Liszka
Creative AI Practitioner · Artist · Researcher · Builder
I work across artificial intelligence, visual culture, research and digital systems — using AI as both a creative medium and a practical tool for investigating, building and communicating ideas.
Selected work
Six strands across creative AI, research, visual work and building. Some entries carry project media; others carry designed editorial plates.
Plate — not artwork2026 —
Speculative
Archive
memory without lived experience
Generative systems · fragmented text · archival forms
AI Creative Practice / Speculative Archive
An independent 2026 artistic-research strand examining how generative systems reconstruct memory without lived experience.
Career Intelligence /
Evaluation Matrix
- Remote-work potential
- Accessibility
- Technical requirements
- Creative / research fit
- Portfolio evidence
- Professional viability
AI Career Intelligence System
An AI-assisted research and decision framework for evaluating emerging AI roles against defined, weighted criteria.
AI-Assisted Web Development
Turning creative and professional requirements into working digital interfaces with AI assistance, under human control.
Question
Frame
AI assistance
Verify
Reject / refine
Human decision
Output
Reflect
Human–AI Workflow Experiment
A documented Human → AI assistance → Human verification cycle, applied as a working method across projects.
Creative AI /
Visual Studies
Creative AI / Graphic Design Experiments
Selected AI-aided visual experiments developed through the ELVTR AI-Aided Graphic Design programme.
What I can be brought in to do
Creative AI & visual experimentation
Develop and evaluate generative concepts with clear human art direction.
AI research & synthesis
Turn complex source material into structured, checked, decision-ready outputs.
Human–AI workflow design
Define where AI assists, where verification happens, and where human judgement stays in control.
AI-assisted digital building
Translate content, research and creative requirements into accessible web interfaces using AI-assisted development.
How I work
Three modes, used together: research that sets the question, making that tests it, building that carries the result.
Questions before tools. Sources before conclusions.
- Archival and historical research
- AI-assisted synthesis
- Source verification
- Criteria and decision systems
Image-making across generative and analogue material.
- Creative AI
- Photography
- Moving image
- Artist books
- Visual direction
Requirements taken through to working, tested interfaces.
- Lovable / AI-assisted web development
- Information architecture
- Digital portfolio systems
- Human–AI workflows
- Accessible interface review
What I work on
Creative AI
Generative systems used as a medium, with attention to material quality and authorship.
AI Workflows
Repeatable, auditable processes where AI handles defined steps and people hold the decisions.
Research & Synthesis
Gathering, cross-checking and condensing material into something usable and referenced.
AI-Assisted Development
Working web interfaces built with AI assistance, then read, tested and corrected.
Visual Direction
Typography, image selection and editorial structure across print-adjacent and screen formats.
Critical / Responsible AI
Documenting limitations, provenance and refusal — including where a tool was the wrong instrument.
Human judgement remains visible
Where AI is used in this work, its use is documented rather than implied. Each case study records which systems were involved, what they produced, and what happened next.
That record includes verification against sources, the points where output was wrong or unusable, what was rejected or rewritten, and the decisions that were mine. The aim is an honest account of authorship — not a claim that a tool did the thinking.
Practice, briefly
Clinical thinking, visual practice and research, brought together through artificial intelligence: making images, running structured research, and building the interfaces that carry the results.
I am currently preparing to begin postgraduate study in Artificial Intelligence and Creative Practice at Goldsmiths, University of London.