Manon Job @Manon_Job_
Multi-level dynamics (from neuro/bio to niche construction) in cognitive developmt & mental health. Computational psychiatry, Active Inference, Enactivism. Paris, France Joined September 2021-
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Freshly out: "A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture" link.springer.com/chapter/10.100… — Kudos to Natalie Kastel for her first work with the @ppsp_team! —She will soon start a PhD with us, exploring Social #NeuroAI in Multiagent Systems 🚀
Ever wondered how many symptoms make up all of adult psychopathology described in the DSM-5? It’s 628! How many do you think repeat across multiple diagnoses? If you answered 231 symptoms repeating a total of 1022 times (median 3 times per symptom, range 2-22), good job! 🧵
Reward-is-enough assumes that every ancillary feature of intelligence operates *in the service of* reward-maximization. No! Reward is a theoretical stopgap to generate behavior when you can't explain why something is valuable. Creative justification is often the impetus to act.
If only cosmetic pseudo-historical introductions were not a thing
I don't think Reward Is Enough, and I explained why and what to do about it to the lovely @InferenceActive institute, check it out! Many people started following me bc of a paper I put out called Reward is Not Necessary, this is a partial summary of it. youtube.com/watch?v=Fh1e4s…
Our new preprint is now on arxiv. I hope this paper can help students and researchers in cognitive robotics to learn WMs and FEP. :) >[2301.05832] World Models and Predictive Coding for Cognitive and Developmental Robotics: Frontiers and Challenges arxiv.org/abs/2301.05832
New preprint out! 🚨 In > 31,000 randomly sampled adults, we examine relationships between multiple aspects of mental health and a range of environmental factors using network analysis. psyarxiv.com/3wb79 #networkanalysis #populationmentalhealth 🧵
🚨 I’m looking for a postdoc! 🚨 This post will be focused on building computational models of pathological worry, and you’ll be able to develop skills in computational psychiatry and neuroimaging 🧠 ✉️Feel free to get in touch with any questions! jobs.kcl.ac.uk/gb/en/job/0609…
What great prospects by @BorsboomDenny! An interesting conjunction with our article just accepted (coming soon!) after 2 years of work, to make this idea concrete: we propose the (first) model of a psychiatric disorder based on dynamic systems (like in meteorology 🌥️) ⬇️
What great prospects by @BorsboomDenny! An interesting conjunction with our article just accepted (coming soon!) after 2 years of work, to make this idea concrete: we propose the (first) model of a psychiatric disorder based on dynamic systems (like in meteorology 🌥️) ⬇️ https://t.co/vWpGmWprga
𝗛𝗼𝘄 𝗺𝗮𝗻𝘆 𝗯𝗿𝗮𝗶𝗻 𝗿𝗲𝗴𝗶𝗼𝗻𝘀 are 𝗻𝗲𝗲𝗱𝗲𝗱 𝘁𝗼 𝗲𝗹𝘂𝗰𝗶𝗱𝗮𝘁𝗲 𝘁𝗵𝗲 𝗻𝗲𝘂𝗿𝗮𝗹 𝗯𝗮𝘀𝗲𝘀 𝗼𝗳 𝗳𝗲𝗮𝗿 𝗮𝗻𝗱 𝗮𝗻𝘅𝗶𝗲𝘁𝘆? now online. Thanks to @ajshackman and @FullanaMa for being open to a conceptual, future-oriented piece. sciencedirect.com/science/articl…
📢 New paper!📢 Beyond Single-Mindedness: A Figure-Ground Reversal for the Cognitive Sciences doi.org/10.1111/cogs.1… (html) is.gd/beyond_singlem… (pdf) we put an argument forward for putting interaction at the heart of cognition
𝗥𝗲𝘄𝗮𝗿𝗱 𝗶𝘀 𝗻𝗼𝘁 𝗡𝗲𝗰𝗲𝘀𝘀𝗮𝗿𝘆: How to Create a Compositional Self-Preserving Agent for Life-Long Learning Absolutely tantalizing by @no_reward_for_u arxiv.org/abs/2211.10851
Our paper is now out in @TrendsCognSci 📜🎉 'Formalising social representation to explain psychiatric symptoms' sciencedirect.com/science/articl… from me, Peter Dayan, and @vaughanbell
Systematic review of prediction models in psychiatry finds that nearly all are at risk for bias, and only 20% do external validation. Only a single 1 out of 228 investigated formal assessment for clinical utility. nature.com/articles/s4138…
What are your neuroAI paper highlights for this year? Am preparing an end-of-year state-of-the-field post
Taking subjectivity seriously: towards a unification of phenomenology, psychiatry, and neuroscience | Molecular Psychiatry nature.com/articles/s4138…
New preprint is up! arxiv.org/abs/2211.08522 @LPiolopez, @JojoBischof, Jennifer V. LaPalme "The scaling of goals via homeostasis: an evolutionary simulation, experiment, and analysis" #Alife #BasalCognition #VirtualEmbryogeny I've been floating a theory of how homeostatic
🚨Preprint alert🚨 Formalizing resilience with active inference. A 🧵 on our new paper, “Resilience and active inference” by @PredictiveLife, @RiddhiJP, @exilefaker, @JonasHMago, Claire Gorman, Karl Friston and @mjdramstead. psyarxiv.com/vehq2 1/6

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