Myceliate
researcher · creator · bristol, uk

Alice Brown

I'm a researcher/creator based in Bristol. I spent a decade in industry before returning to university - recently graduating from UWE with an MSc in Data Science. I'm currently developing my PhD proposal while building Unwrapped, a startup that grew out of the same research questions. Most recently I built the Discourse Integrity Map, a project I put together to support my application for the CIP fellowship - you can explore that work below.

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My research interests map: open in new tab ↗ drag · scroll to zoom · click nodes for links
Featured project · Live

Discourse Integrity Map

Can AI-assisted reasoning infrastructure help us identify common ground and characterise disagreement beneath rhetoric by mapping debate spaces and aggregating claims into canonical positions?

17
debates processed
456
claims classified
37
canonical positions
5
shared ground findings

By analysing 17 debates and speeches, it seems that both sides of the UK/US wealth tax debate agree on five foundational claims that get lost in the argument about the instrument but which could anchor more productive deliberation. DIM surfaces them by mapping argument quality across 17 debates: classifying rhetorical techniques, extracting claims, and aggregating into canonical positions.

Open DIM ↗
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Work & projects

Research · NLP · MSc
Propaganda Detection in Immigration Journalism

Classification pipeline re-purposing and recreating a 2020 toolkit for detecting propaganda techniques in 2025, applied to UK immigration journalism. Developed a multi-label approach that aimed to quantify and surface rhetorical patterns of media bias, combined with external bias labels and calculated sentiment data.

MSc Data Science · Distinction
UWE Bristol · 2025
Research · Build · Early stage
Unwrapped

Nutrition transparency platform in development with my co-founder, resident at UWE's Launch Space incubator. Built on OpenFoodFacts.

Co-founder · Active
UWE Bristol Launch Space · 2024–ongoing
Research · Build · MSc
FlexGov

Adaptive DAO governance framework that selects between one-token-one-vote, quadratic, and one-person-one-vote mechanisms based on participation distribution. Anomaly detection flags adversarial actors. Applied to ENS, Gitcoin, and SushiSwap on-chain data. Still in development.

MSc Machine Learning Project · Distinction
UWE Bristol · 2025
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About

Education
MSc Data Science (Distinction) · UWE Bristol · 2024-2025
MSc Entrepreneurship (Distinction) · University of Nottingham · 2015-2016
BA English Language & Literature · University of Nottingham · 2012-2015
Experience
~7 years · Amazon marketplace strategy & ops
Freelance editor & proofreader · Upwork (since 2017)
🎵 Electronic music DJ · My Music ↗
Now
UWE Bristol Launch Space
PhD proposal development
Bristol, UK

My work has a through-line I didn't have the vocabulary to name for a long time: my interests span epistemic infrastructure, deliberative and digital democracy, knowledge organisation, graphs and knowledge systems, and collective and distributed intelligence. You can see a WIP map of my research interests here.

When I returned to university in 2024, I began to find language and concepts for ideas I'd been thinking about since 2015. First I discovered the applied epistemology literature, and began to see a field that lined up with my long-standing interests around misinformation, trust, and the modern information environment. When I discovered the work of Audrey Tang, I began making connections between the tools I was building and the democratic infrastructure I was reading about - between measuring argument quality and creating the conditions for genuine deliberation.

Seven years of Amazon marketplace work taught me how commercial ecosystems are built: how they distribute value, create dependencies, and shape the behaviour of everyone inside them. That experience taught me to read systems - to notice how they're designed, who they serve, who they extract from, and how.

I'm systems-oriented, and drawn to building tools that bridge divides and make information clearer.

Currently reading, following, or on the reading list:

Papers
Friese, Nguyen-Trung, Morgan et al. · Qualitative Inquiry
Books
Doughnut Economics
Kate Raworth
Plurality
Audrey Tang & E. Glen Weyl
Keystroke Capitalism
Aaron Sahr · Verso
Capitalising on Crisis
Greta Krippner · Harvard UP
In the Ruins of Neoliberalism
Wendy Brown · Columbia UP
Enshittification
Cory Doctorow · Verso
The Boy Kings
Katherine Losse
Food Fight
Stuart Gillespie · Canongate
Pascal Finette · radical✦
Following
University of Cambridge · YouTube
Mixture of Experts
Podcast
Packt · Coursera specialisation
axiommath.ai · AI research
Schrage & Kiron · MIT Sloan
Immy Kaur · neighbourhood lab, Birmingham
Indy Johar · civic infrastructure
soxoj · OSINT tool
getcompanion-ai · research tool
Niels Rogge · HuggingFace
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Get in touch

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