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Violetta Liszka

Index

Work

Projects grouped by what they are for: creative AI, research and decision systems, building, method and visual art.

Creative AI

Generative systems as material, under human art direction.

Research & decision systems

Criteria design, verification and comparison.

Building

Requirements through to working, accessible interfaces.

Method

Where AI assists and where judgement stays.

Fig. 01 — working cycle

Human → AI → Human

  1. 01

    Question

  2. 02

    Frame

  3. 03

    AI assistance

  4. 04

    Verify

  5. 05 · rejection gate

    Reject / refine

  6. 06 · authorship

    Human decision

  7. 07

    Output

  8. 08

    Reflect

Return path — rejected material re-enters at 02, with the constraints rewritten

Question → Frame → AI assistance → Verify → Reject / refine → Human decision → Output → Reflect

05 · Experiment · Method

Human–AI Workflow Experiment

A documented Human → AI assistance → Human verification cycle, applied as a working method across projects.

Visual art

Research-led work on memory and inheritance.