VM

Selected research

Research in conversation

Talks & media

Sharing research on machine unlearning, responsible AI, and information integrity.

Speaking

Talks & events

· Naples, Italy

WIPE-OUT 2 / ECML PKDD 2026

Between Suppression and Collapse: Evaluating Narrative Unlearning with LENS

I presented our work with George Fletcher at the 2nd Workshop on Machine Unlearning and Privacy Preservation. LENS evaluates narrative unlearning by examining targeted suppression alongside output degradation.

· Lviv, Ukraine · In Ukrainian

AI HOUSE / Align, Forget, Repeat

Can we teach LLMs to forget, and why do we need to?

Чи можна навчити LLM забувати і навіщо це потрібно?

I spoke about machine unlearning: how it works, whether knowledge can be removed without losing a model’s capabilities, and why this matters for AI safety.

· Luxembourg

Memory Undone at Undone Computer Science

Conference participation and presentation of our work on knowing, not knowing, and responsible forgetting in data systems.

In the news

Media & institutional news

2026 · INSCIENCE

FairForget selected for Women Led Science support

The programme features our team’s research on fairness after machine unlearning.

Programme announcement
UCU Research Conference

PhD student Viktoriia Makovska took part in Undone Computer Science 2026 in Luxembourg

UCU Research, 2026.

Institutional news item about my participation in the Undone Computer Science 2026 conference in Luxembourg.

Texty.org.ua Wikipedia research

Ukrainian student created an AI model that detects Russian propaganda in Wikipedia

Texty.org.ua, July 31, 2025.

Coverage of my master's research prototype for detecting manipulative narratives in Ukrainian and Russian Wikipedia edits. The project is a research prototype, not a deployed Wikimedia moderation system.