Martin Disley is a design researcher and AHRC/Microsoft-funded PhD candidate at the Institute of Design Informatics at the University of Edinburgh. His PhD research investigates homogeneity in transformer and diffusion models, particularly in relation to their application in creative practice. In this context, the work explores the representational geometry of these models. Rather than using data-centric augmentation such as fine-tuning, his thesis treats the pre-trained manifold as a design surface that can be geometrically intervened upon to augment latent representations in ways that support creative thought.
He is the co-founder, alongside Murad Khan, of Unit Test, a collaborative creative research studio that assembles researchers, engineers and artists to explore aesthetic approaches to investigative computation.
He has presented and exhibited work at arebyte Gallery (online/London, UK), Akademie der Künste (Berlin, DE), Fabrica (Treviso, IT), Edinburgh Art Festival (Edinburgh, UK), Unsound Festival (Krakow, PL), the V&A Museum (Dundee, UK), the Centre for Contemporary Arts (Glasgow, UK), Architekturforum Oberösterreich (Linz, AT), and Kunstencentrum Vooruit (Ghent, BE).
| Split Screen | Speaker | Glue Factory, Glasgow, UK | Jan 2026 |
| ZotPDF2md | Developer | Jan 2026 | |
| Interrogating the ORA Framework: Implications of Tokenized Licensing in the Cultural Economy | Author | Jan 2026 | |
| Getting Started with Python For Research | Lecturer | Edinburgh Futures Institute, University of Edinburgh, Edinburgh, UK | Jan 2026 |
| Habsburg AI Portrait Studies | Artist | Music City Center, Nashville, US | Jun 2025 |
| Aesthetic Distillation: A Research-through-Design Method Investigating the Aesthetic Optimisation of Text-to-Image Models | Author | Fondazione San Servolo, Venice, IT | May 2025 |
| Visiting Researcher | Researcher | Cambridge, UK | May 2025 |
| Introduction to Open Models: Local LLMs for Research and Practice | Lecturer, Course Developer | Edinburgh Futures Institute, University of Edinburgh, Edinburgh, UK | Apr 2025 |
| Unlearning to Rest | Speaker | Cambridge, UK | Feb 2025 |
| Introduction to Programming in Python | Lecturer | Edinburgh Futures Institute, University of Edinburgh, Edinburgh, UK | Feb 2025 |
| Unlearning to Rest Workshop | Researcher | University of the Arts London, London, UK | Nov 2025 |
| Unlearning to Rest | Speaker | Lancaster University, Lancaster, UK | Jan 2025 |
| Midjourney Distilled: Self-Cannibalisation and Collapse as methods for revealing an AI model’s ‘House Style’ | Author | Fabrica Research Centre, Treviso, IT | Sep 2024 |
| Model Distillation: Collapse as a Method of Revealing Algorithmic ‘House Style’ | Author, Speaker | Fabrica Research Centre, Treviso, IT | Jul 2024 |
| Not I: The Voice, Identity and the Epistemic Mirage of Machine Learning | Author, Speaker | Fabrica Research Centre, Treviso, IT | Jul 2024 |
| Designing with Transactional Data: FTML and Money/Data Laundering | Author | IT University, Copenhagen, DK | Jul 2024 |
| ORAgen: Exploring the Design of Attribution through Media Tokenisation | Author | IT University, Copenhagen, DK | Jul 2024 |
| Design Researcher In Residence | Artist, Developer | Lancaster Institure for the Contemporary Arts, Lancaster, UK | Jun 2024 |
| Aesthetic Distillation | Artist, Developer | Jun 2024 | |
| CDCS Summer School | Tutor | Edinburgh Futures Institute, University of Edinburgh, Edinburgh, UK | Jun 2024 |
| Not I: The Voice, Identity and the Epistemic Mirage of Machine Learning | Producer, Writer, Developer, Artist | Stadtwerkstatt, Linz, AT | May 2024 |
| An Introduction to Adversarial Acoustics | Artist, Developer, Facilitator | Afo Architekturforum Oberösterreich, Linz, AT | May 2024 |
| A Token Gesture: Non-Transferable NFTs, Digital Possessions and Ownership Design | Author | Apr 2024 | |
| AnthropoScene VII: Sikujumaataarpoq | Composer | Freemantle Arts Centre, Perth, AU | Feb 2024 |
| Data Matters Panel | Speaker | Online | Feb 2024 |
| Introduction to Programming in Python | Lecturer | Edinburgh Futures Institute, University of Edinburgh, Edinburgh, UK | Oct 2024 |
| Unlearning to Rest | Speaker | University of Edinburgh, Edinburgh, UK | Oct 2024 |
| Unlearning to Rest | Speaker | University of Edinburgh, Edinburgh, UK | Oct 2024 |
| Not I: The Voice, Identity and the Epistemic Mirage of Machine Learning | Producer, Writer, Developer, Artist | Inspace Gallery, Edinburgh, UK | Aug 2023 |
| Duck TTS Interface | Developer | Inspace Gallery, Edinburgh, UK | Aug 2023 |
| Memoryline | Developer | Jun 2023 | |
| Not I: The Voice, Identity and the Epistemic Mirage of Machine Learning | Producer, Writer, Developer, Artist | Inspace Gallery, Edinburgh, UK | May 2023 |
| Artist Talk | Speaker | Inspace Gallery, Edinburgh, UK | May 2023 |
| Not I | Author | May 2023 | |
| New Frontiers in Screen Panel | Speaker | Informatics Forum, Edinburgh, UK | May 2023 |
| AnthropoScene VII: Sikujumaataarpoq | Composer | Custom House, Edinburgh, UK | Apr 2023 |
| Report 5923 Screening | Speaker | Edinburgh College of Art, Edinburgh, UK | Nov 2023 |
| GanGogh | Artist, Developer | Edinburgh, UK | 2023 |
| ORAgen | Developer | Edinburgh, UK | 2023 |
| A Token Gesture | Designer, Developer | OxBat Conference, Oxford, UK | Sep 2022 |
| Data Science for Design | Tutor | Institute for Design Informatics, University of Edinburgh, Edinburgh, UK | Sep 2022 |
| Disused Railways of Edinburgh Zine | Developer | Aug 2022 | |
| An Introduction to Adversarial Acoustics | Artist, Developer, Lecturer | Akadamie der Kunste, Berlin, DE | Oct 2022 |
| Duck | Developer | Kunstpalais, Erlangen, DE | 2022 |
| Data Laundering | Designer, Developer | Design Research Society Conference 2022, Bilbao, ES | 2022 |
| Speculative Voices and Machine Learning | Speaker | Krakow, PL | Nov 2021 |
| How They Met Themselves | Artist | Edinburgh, UK | 2021 |
| Radical Anomalies | Artist | London, UK | 2021 |
| Pianola Nova | Developer | Leeds International Piano Festival, Leeds, UK | 2021 |
| A Resonant Husk | Artist | Taigh Chearsabhagh, North Uist, UK | 2021 |
| Stop Motion Music | Developer | Edinburgh, UK | 2021 |
| Intra-actions in data-driven systems: A case study in creative praxis | Author | 2021 | |
| Artist Talk | Speaker | Edinburgh Sculpture Workshop, Edinburgh, UK | 2021 |
| the dataset is not the territory | Artist | Edinburgh, UK | 2020 |
| Artist Talk | Speaker | National Library of Scotland, Edinburgh, UK | 2020 |
| Artist Talk | Speaker | Online | 2020 |
| Artist Talk | Speaker | Inspace, Edinburgh, UK | 2020 |
| Delic Sessions 007: Why Technology isn’t Killing Creativity | Speaker | Online | 2020 |
| Lockdown Legacy: The Digital Future of the Art & Cultural Heritage World | Speaker | Online | 2020 |
| Future False Positive | Artist | NEoN Digital Arts Festival, Dundee, UK | 2020 |
| DIE HARD: REST NOW! | Composer | Kunstencentrum Vooruit, Ghent, BE | 2019 |
| Le Combat Live | Artist | Mareel, Shetland, UK | 2019 |
| Le Combat Live | Artist | Centre for Contemporary Art, Glasgow, UK | 2019 |
| A Resonant Husk | Composer | Summerhall, Edinburgh, UK | 2019 |
| Zonal Winds | Composer | Edinburgh, UK | 2019 |
| still in the move | Artist | Dundee, UK | 2019 |
| AI Art Primer: Image synthesis and Generative Adversarial Networks | Speaker | Inspace, Edinburgh, UK | 2019 |
| El Que Queda; Per Veure (What Remains; To Be Seen) | Artist | Guterhallen Gallery, Soligen, DE | 2018 |
| The List Tweeted | Developer | 2018 |