Martin Disley

Info

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 ScreenSpeakerGlue Factory, Glasgow, UKJan 2026
ZotPDF2mdDeveloperJan 2026
Interrogating the ORA Framework: Implications of Tokenized Licensing in the Cultural EconomyAuthorJan 2026
Getting Started with Python For ResearchLecturerEdinburgh Futures Institute, University of Edinburgh, Edinburgh, UKJan 2026
Habsburg AI Portrait StudiesArtistMusic City Center, Nashville, USJun 2025
Aesthetic Distillation: A Research-through-Design Method Investigating the Aesthetic Optimisation of Text-to-Image ModelsAuthorFondazione San Servolo, Venice, ITMay 2025
Visiting ResearcherResearcherCambridge, UKMay 2025
Introduction to Open Models: Local LLMs for Research and PracticeLecturer, Course DeveloperEdinburgh Futures Institute, University of Edinburgh, Edinburgh, UKApr 2025
Unlearning to RestSpeakerCambridge, UKFeb 2025
Introduction to Programming in PythonLecturerEdinburgh Futures Institute, University of Edinburgh, Edinburgh, UKFeb 2025
Unlearning to Rest Workshop
Unit Test
ResearcherUniversity of the Arts London, London, UKNov 2025
Unlearning to Rest
Unit Test
SpeakerLancaster University, Lancaster, UKJan 2025
Midjourney Distilled: Self-Cannibalisation and Collapse as methods for revealing an AI model’s ‘House Style’AuthorFabrica Research Centre, Treviso, ITSep 2024
Model Distillation: Collapse as a Method of Revealing Algorithmic ‘House Style’Author, SpeakerFabrica Research Centre, Treviso, ITJul 2024
Not I: The Voice, Identity and the Epistemic Mirage of Machine Learning
Unit Test
Author, SpeakerFabrica Research Centre, Treviso, ITJul 2024
Designing with Transactional Data: FTML and Money/Data LaunderingAuthorIT University, Copenhagen, DKJul 2024
ORAgen: Exploring the Design of Attribution through Media TokenisationAuthorIT University, Copenhagen, DKJul 2024
Design Researcher In Residence
Unit Test
Artist, DeveloperLancaster Institure for the Contemporary Arts, Lancaster, UKJun 2024
Aesthetic DistillationArtist, DeveloperJun 2024
CDCS Summer SchoolTutorEdinburgh Futures Institute, University of Edinburgh, Edinburgh, UKJun 2024
Not I: The Voice, Identity and the Epistemic Mirage of Machine Learning
Unit Test
Producer, Writer, Developer, ArtistStadtwerkstatt, Linz, ATMay 2024
An Introduction to Adversarial Acoustics
Unit Test
Artist, Developer, FacilitatorAfo Architekturforum Oberösterreich, Linz, ATMay 2024
A Token Gesture: Non-Transferable NFTs, Digital Possessions and Ownership DesignAuthorApr 2024
AnthropoScene VII: Sikujumaataarpoq
Adam Seibre
ComposerFreemantle Arts Centre, Perth, AUFeb 2024
Data Matters PanelSpeakerOnlineFeb 2024
Introduction to Programming in PythonLecturerEdinburgh Futures Institute, University of Edinburgh, Edinburgh, UKOct 2024
Unlearning to RestSpeakerUniversity of Edinburgh, Edinburgh, UKOct 2024
Unlearning to RestSpeakerUniversity of Edinburgh, Edinburgh, UKOct 2024
Not I: The Voice, Identity and the Epistemic Mirage of Machine Learning
Unit Test
Producer, Writer, Developer, ArtistInspace Gallery, Edinburgh, UKAug 2023
Duck TTS Interface
Rachel Maclean
DeveloperInspace Gallery, Edinburgh, UKAug 2023
Memoryline
Blazej Kotowski
DeveloperJun 2023
Not I: The Voice, Identity and the Epistemic Mirage of Machine Learning
Unit Test
Producer, Writer, Developer, ArtistInspace Gallery, Edinburgh, UKMay 2023
Artist Talk
Unit Test
SpeakerInspace Gallery, Edinburgh, UKMay 2023
Not IAuthorMay 2023
New Frontiers in Screen PanelSpeakerInformatics Forum, Edinburgh, UKMay 2023
AnthropoScene VII: Sikujumaataarpoq
Adam Seibre
ComposerCustom House, Edinburgh, UKApr 2023
Report 5923 Screening
Y7
SpeakerEdinburgh College of Art, Edinburgh, UKNov 2023
GanGogh
Melissa Terras
Artist, DeveloperEdinburgh, UK2023
ORAgenDeveloperEdinburgh, UK2023
A Token GestureDesigner, DeveloperOxBat Conference, Oxford, UKSep 2022
Data Science for DesignTutorInstitute for Design Informatics, University of Edinburgh, Edinburgh, UKSep 2022
Disused Railways of Edinburgh Zine
Alice Carr
DeveloperAug 2022
An Introduction to Adversarial Acoustics
Murad Khan
Artist, Developer, LecturerAkadamie der Kunste, Berlin, DEOct 2022
Duck
Rachel Maclean
DeveloperKunstpalais, Erlangen, DE2022
Data LaunderingDesigner, DeveloperDesign Research Society Conference 2022, Bilbao, ES2022
Speculative Voices and Machine LearningSpeakerKrakow, PLNov 2021
How They Met ThemselvesArtistEdinburgh, UK2021
Radical AnomaliesArtistLondon, UK2021
Pianola Nova
Tinderbox Lab
DeveloperLeeds International Piano Festival, Leeds, UK2021
A Resonant HuskArtistTaigh Chearsabhagh, North Uist, UK2021
Stop Motion Music
Neil Tòmas Smith
DeveloperEdinburgh, UK2021
Intra-actions in data-driven systems: A case study in creative praxis
Chris Speed
Author2021
Artist TalkSpeakerEdinburgh Sculpture Workshop, Edinburgh, UK2021
the dataset is not the territoryArtistEdinburgh, UK2020
Artist TalkSpeakerNational Library of Scotland, Edinburgh, UK2020
Artist TalkSpeakerOnline2020
Artist TalkSpeakerInspace, Edinburgh, UK2020
Delic Sessions 007: Why Technology isn’t Killing CreativitySpeakerOnline2020
Lockdown Legacy: The Digital Future of the Art & Cultural Heritage WorldSpeakerOnline2020
Future False PositiveArtistNEoN Digital Arts Festival, Dundee, UK2020
DIE HARD: REST NOW!ComposerKunstencentrum Vooruit, Ghent, BE2019
Le Combat LiveArtistMareel, Shetland, UK2019
Le Combat LiveArtistCentre for Contemporary Art, Glasgow, UK2019
A Resonant HuskComposerSummerhall, Edinburgh, UK2019
Zonal WindsComposerEdinburgh, UK2019
still in the moveArtistDundee, UK2019
AI Art Primer: Image synthesis and Generative Adversarial NetworksSpeakerInspace, Edinburgh, UK2019
El Que Queda; Per Veure (What Remains; To Be Seen)ArtistGuterhallen Gallery, Soligen, DE2018
The List TweetedDeveloper2018