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🚨Preprint alert🚨 Formalizing resilience with active inference. A 🧵 on our new paper, “Resilience and active inference” by Mark Miller, Riddhi J. Pitliya, q(Alex Kiefer | everything else), Jonas Mago, Claire Gorman, Karl Friston and Maxwell Ramstead. psyarxiv.com/vehq2 1/6

New preprint is up! arxiv.org/abs/2211.08522 Léo PioLopez, @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

Taking subjectivity seriously: towards a unification of phenomenology, psychiatry, and neuroscience | Molecular Psychiatry nature.com/articles/s4138…

What are your neuroAI paper highlights for this year? Am preparing an end-of-year state-of-the-field post

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…

Our paper is now out in Trends in Cognitive Sciences 📜🎉 'Formalising social representation to explain psychiatric symptoms' sciencedirect.com/science/articl… from me, Peter Dayan, and Vaughan Bell

𝗥𝗲𝘄𝗮𝗿𝗱 𝗶𝘀 𝗻𝗼𝘁 𝗡𝗲𝗰𝗲𝘀𝘀𝗮𝗿𝘆: How to Create a Compositional Self-Preserving Agent for Life-Long Learning Absolutely tantalizing by Tom Ringstrom 🦡 arxiv.org/abs/2211.10851

📢 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

𝗛𝗼𝘄 𝗺𝗮𝗻𝘆 𝗯𝗿𝗮𝗶𝗻 𝗿𝗲𝗴𝗶𝗼𝗻𝘀 are 𝗻𝗲𝗲𝗱𝗲𝗱 𝘁𝗼 𝗲𝗹𝘂𝗰𝗶𝗱𝗮𝘁𝗲 𝘁𝗵𝗲 𝗻𝗲𝘂𝗿𝗮𝗹 𝗯𝗮𝘀𝗲𝘀 𝗼𝗳 𝗳𝗲𝗮𝗿 𝗮𝗻𝗱 𝗮𝗻𝘅𝗶𝗲𝘁𝘆? now online. Thanks to @ajshackman and MAFullana for being open to a conceptual, future-oriented piece. sciencedirect.com/science/articl…

What great prospects by Denny Borsboom! 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 🌥️) ⬇️

🚨 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…

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 🧵

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

I don't think Reward Is Enough, and I explained why and what to do about it to the lovely Active Inference Institute 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…

If only cosmetic pseudo-historical introductions were not a thing

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.

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! 🧵

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 Precision Psychiatry & Social Physiology lab.! —She will soon start a PhD with us, exploring Social #NeuroAI in Multiagent Systems 🚀