2026
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Jun 2026
Wiring the Fly Brain into a Hierarchical World Model
Second place at Hack the World(s) with team Piaget. A JEPA world model trained on the spikes of an embodied Drosophila connectome, with a hierarchy coupled along the brain’s own sensory → integration → motor flow.
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10 Jul 2026
TurboSens, a turbofan substrate for representation learning and RL
Project page for the TurboSens dataset, with a workshop paper accepted at ICML 2026 RLxF auditing what shapes world-model quality: reward, or the observation stream?
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20 May 2026
The Last Transmission, a short story
Finalist at the Concours des Nouvelles Avancées on the theme “Intelligences?”, announced at the Panthéon, Paris. Readable in English and French.
2025
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18 Jun 2025
Introducing the I-GLIDE principled framework and another method for uncertainty quantification
Two papers accepted at ECML PKDD and MIMAR 2025 on latent health indicators and uncertainty in prognostics.
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13 May 2025
Just fucking use HTML
By @kyrylosilin (bluesky @kyrylosilin). A reminder I quietly endorse.
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17 Apr 2025
My cave of robot resources
Marketplaces, groups, open resources, cool links. A bunch of stuff I need to keep somewhere.
2024
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21 Nov 2024
Probabilistic Estimation of Health Indicators of Complex Systems, poster at DTD&O
The 2nd edition of the International Forum on Digital Twin Design & Operations: a conference exploring the value and impacts of digital twins in complex systems, Paris.
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18 Nov 2024
Symposium on Emerging Techniques for Reliability and Predictive Maintenance
Exploring the latest advancements in reliability analysis and maintenance planning, focused on predictive maintenance, AI, digital twins, and related technologies.
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11 Jun 2024
Finding over 5% of malignant skin cancers in the UK
With Autoderm, a successful collaboration with iPlato's myGP app brings faster and better dermatology care to their three million users.
2023
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17 Jul 2023
Navigating WebAI: training agents to complete web tasks with large language models and reinforcement learning
Published at ACL ACM 2023. Master's thesis in Artificial Intelligence at Maastricht University.
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17 Apr 2023
A short AI poem
A small piece written in passing.
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25 Jan 2023
Ten books to start 2023
As a birthday treat, ten books I ordered based on my interests and recommendations. I'll try to share my notes, and see which appear on the next raffle.
2022
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Jun 2022
Quantum Post Pruning to Combat Overfitting in Classical Decision Tree Classifiers
University research project investigating quantum techniques to reduce overfitting in decision trees. Identifying post-pruning opportunities, classical/quantum hybrid use, implementation and tests over synthetic datasets, with comparable results and significant memory gains.
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May 2022
Review of OpenAI's DALL·E
Review of the DALL·E and DALL·E 2 models, achieving state-of-the-art results in photo-realism, zero-shot capabilities, and context relation between textual and image inputs.
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Jan 2022
Automatically Identifying Legal Concepts in Court Decision Texts
The Two-Headed BERT model significantly outperformed benchmark models, with 96.25% accuracy for Named Entity Recognition and 95.96% for Relation Extraction.
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Jan 2022
IoE Corp: What is Artificial Intelligence?
A layman's overview of artificial intelligence: brief history and a vulgarized introduction to the most popular algorithms over the years. Written for IoE Corp to sensitize readers unfamiliar with AI.
Undated
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undated
Cool sites of people I've met
A growing list of sites I've visited and found interesting.