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Mathilde Papillon🦋 mathildepapillon .bsky .social
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Mathilde Papillon🦋 mathildepapillon .bsky .social

@mathildepapillo
Non-Euclidean + Interpretable AI PhD-ing @Geometric_Intel @UCSBPhysics Fellow @GoodfireAI Prev. @Dodgers⚾️ @McGillUPhysics BlueSky: @mathildepapillon
mathildep.ca
Joined July 2022
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    Mathilde Papillon🦋 mathildepapillon .bsky .social
    @mathildepapillo
    Aug 4
    Silico is out🔥 General-purpose human motion AI models can meaningfully detect Parkinson's gait impairment. But how do they do it?? I used Silico to break these models open and figure out what about someone's walk actually drives their predictions. 🧵
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    Goodfire
    @GoodfireAI
    Aug 4
    Silico, the platform for ambitious AI research, is publicly available today. AI is advancing fast. The tools to understand it need to advance even faster. Silico lets you interpret and train your models at frontier scale. Learn more + get access 🧵
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    Mathilde Papillon🦋 mathildepapillon .bsky .social
    @mathildepapillo
    Aug 6
    As far as I could tell, no one had really pointed mechanistic interpretability at human motion models before... so I had a field day with Silico💃
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    Goodfire
    @GoodfireAI
    Aug 6
    You can detect Parkinson's gait impairment with a general-purpose human motion model. You might expect that's just based on walking speed, but it's not! Mathilde used Silico to see what other signals these models are picking up on:
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    Mathilde Papillon🦋 mathildepapillon .bsky .social
    @mathildepapillo
    Jul 31
    Less than a month left to submit to the 2026 Topological Deep Learning Challenge! Win awesome prizes sponsored by @ARLQ_AI and @newtheoryai 💰 as well as research internships @geometric_intel and @EPFL -- 55 submissions and counting! Aug 1 deadline⛳️
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    Mathilde Papillon🦋 mathildepapillon .bsky .social
    @mathildepapillo
    May 14
    🏆 The 2026 Topological Deep Learning Challenge is officially live, now in its 4th edition! 🏆 This year’s theme is “Bridging the Gap” between the GNN and TDL worlds. Win incredible prizes including up to $1000 in cash 💸 and AI research internships! Submission deadline: Aug. 1
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    Mathilde Papillon🦋 mathildepapillon .bsky .social
    @mathildepapillo
    Jun 30
    Grateful to be spending my summer @GoodfireAI ! 🌁 Interpretability is the next frontier, I think, deciding how much and in what capacity we will trust AI. I can’t wait to learn from the brilliant folks working here. DM me if you’re in SF, would love to chat☕️
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    Mathilde Papillon🦋 mathildepapillon .bsky .social
    @mathildepapillo
    Jun 18
    SO incredibly well deserved!
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    Fatih Dinc
    @fatihdin4en
    Jun 18
    Honored to be featured in @ucsantabarbara newsletter with my research and an international award For years I wasn’t sure my research counted as physics. It apparently does! The questions define us. Read the questions that shaped my career! news.ucsb.edu/2026/022632/ne…

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