117. Kai Ruggeri: Global collaborations, Prospect Theory, and temporal discounting

Kai Ruggeri is professor for health policy and management at Columbia University. We talk about his global collaborations, in which they studied various important decision-making aspects, including Prospect Theory and temporal discounting.BJKS Podcast is a podcast about neuroscience, psychology, and anything vaguely related, hosted by Benjamin James Kuper-Smith.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: Why Kai studied stats anxiety in his PhD, and then moved to broader policy questions0:09:15: Replicating the original Prospect Theory paper across the world0:30:01: Adversarial collaborations and choosing which findings are worth being replicated0:38:31: How to run global collaborations0:56:25: Overlooked aspects of these global collaborations1:03:59: Should we collect data from non-Western countries without local collaborators?1:10:24: A book or paper more people should read1:16:38: Something Kai wishes he'd learnt sooner1:27:50: Advice for postdocsPodcast linksWebsite: https://geni.us/bjks-podBlueSky: https://geni.us/pod-bskyKai's linksWebsite: https://geni.us/ruggeri-webGoogle Scholar: https://geni.us/ruggeri-scholarBlueSky: https://geni.us/ruggeri-bskyBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarBlueSky: https://geni.us/bjks-bskyReferences, links & notesJunior Researcher Programme: https://jrp.pscholars.org/Today, Israel uses the Shekel, but when Kahneman & Tversky did research there, they used the Israeli pound: https://en.wikipedia.org/wiki/Israeli_poundProlific: https://www.prolific.com/Besample: https://besample.app/Kahneman's final decision: https://www.wsj.com/arts-culture/books/daniel-kahneman-assisted-suicide-9fb16124Gal & Rucker (2018). The loss of loss aversion: Will it loom larger than its gain?. J Cons Psych.Kahneman & Tversky (1979). Prospect theory: an analysis of decisions under risk. Econometrica.Lewis (2016). The undoing project: A friendship that changed the world.Macher, ... & Ruggeri (2012). Statistics anxiety, trait anxiety, learning behavior, and academic performance. Europ J psych edu.Macher, ... Ruggeri, ... (2013). Statistics anxiety, state anxiety during an examination, and academic achievement. British J Edu Psych.Mellers, Hertwig & Kahneman (2001). Do frequency representations eliminate conjunction effects? An exercise in adversarial collaboration. Psych Sci.Ruggeri, ... & Folke (2020). Replicating patterns of prospect theory for decision under risk. Nat Hum Behav.Ruggeri, ... & Folke (2021). The general fault in our fault lines. Nat Hum Behav.Ruggeri, ... & Toscano (2022). The globalizability of temporal discounting. Nat Hum Behav.Ruggeri (Ed.). (2018). Behavioral insights for public policy: concepts and cases.Thaler (2015). Misbehaving: The making of behavioral economics.

Elsa Fouragnan is an Associate Professor and UKRI Future Leader Fellow at the University of Plymouth. We talk mainly about her work on focussed transcranial ultrasound stimulation, a new non-invasive way other stimulating (human) brains, including deep areas that can't be reached with TMS. We also discuss her childhood in French Polynesia, how she started doing research, what it's like seeing a brain during surgery, and much more.This was the first episode I recorded in-person. The audio quality is really good, with the minor exception that I made a really silly error during editing, such that quiet parts are sometimes not entirely audible. A few words are not audible, but this shouldn't affect comprehension.BJKS Podcast is a podcast about neuroscience, psychology, and anything vaguely related, hosted by Benjamin James Kuper-Smith.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: Elsa's childhood in French Polynesia and in mainland France0:10:25: Why Elsa studied engineering and started doing research0:19:04: How Elsa started working on Transcranial Focused Ultrasound Stimulation0:23:08: What is Transcranial Focused Ultrasound Stimulation?0:28:20: Is it safe?0:36:12: What can you do with it/what kind of stimulations is it?0:53:41: The practicalities of using TUS1:04:42: What it's like to see brain surgery in the operating theatre1:10:11: Back to the skull being a problem and which brains regions can be reached with TUS?1:18:49: The future of TUS1:27:59: A book or paper more people should read1:30:13: Something Elsa wishes she'd learnt sooner1:34:51: Advice for PhD students/postdocsPodcast linksWebsite: https://geni.us/bjks-podBlueSky: https://geni.us/pod-bskyElsa's linksWebsite: https://geni.us/fouragnan-webGoogle Scholar: https://geni.us/fouragnan-scholarBlueSky: https://geni.us/fouragnan-bskyBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarBlueSky: https://geni.us/bjks-bskyReferences and linksUa Pou: https://en.wikipedia.org/wiki/Ua_PouFolloni, Verhagen, Mars, Fouragnan, ... & Sallet (2019). Manipulation of subcortical and deep cortical activity in the primate brain using transcranial focused ultrasound stimulation. Neuron.Liptrot (2015). The Outrun.Murphy & Fouragnan (2024). The future of transcranial ultrasound as a precision brain interface. PLoS Biology.Yoo, Mittelstein, Hurt, Lacroix & Shapiro (2022). Focused ultrasound excites cortical neurons via mechanosensitive calcium accumulation and ion channel amplification. Nature Communications.Yaakub, ... & Fouragnan (2024). Non-invasive Ultrasound Deep Neuromodulation of the Human Nucleus Accumbens Increases Win-Stay Behaviour. BioRxiv.

Melinda Baldwin is an associate professor of history at the University of Maryland. We talk about her work studying the history of Nature, scientific journals more broadly, what it means to be a scientist, peer review, the Tyndall project, and much more.BJKS Podcast is a podcast about neuroscience, psychology, and anything vaguely related, hosted by Benjamin James Kuper-Smith.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: Melinda's chemistry-history double major0:03:42: Why Melinda did a PhD on the history of Nature0:07:06: The glorious beginning of Nature and the history of scientific journals0:17:00: How Nature became a journal for scientists (rather than the educated general public)0:19:59: When did scientists start calling themselves 'scientists'? The mergence of science as a profession0:26:26: The history of peer review: How to get into Nature in the 19th century, and the rise of peer review during the Cold War0:40:53: Establishing causality in historical research0:48:33: The future of peer review1:06:16: Tyndall, why?1:19:02: A book or paper more people should read1:22:24: Something Melinda wishes she'd learnt sooner1:29:05: Advice for PhD students/postdocsPodcast linksWebsite: https://geni.us/bjks-podBlueSky: https://geni.us/pod-bskyMelinda's linksWebsite: https://geni.us/baldwin-webGoogle Scholar: https://geni.us/baldwin-scholarBlueSky: https://geni.us/baldwin-bskyBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarBlueSky: https://geni.us/bjks-bskyReferences and linkseLife peer review: https://elifesciences.org/about/peer-reviewJohn Tyndall project: https://tyndallproject.com/Baldwin (2017). In referees we trust? Physics Today.Baldwin (2018). Scientific autonomy, public accountability, and the rise of “peer review” in the Cold War United States. Isis.Baldwin (2019). Making" Nature" The History of a Scientific Journal.Gordin (2012). The pseudoscience wars: Immanuel Velikovsky and the birth of the modern fringe.Poehler (2014). Yes please.Zuckerman & Merton (1971). Patterns of evaluation in science: Institutionalisation, structure and functions of the referee system. Minerva.

Steve Fleming is a professor in psychology at University College London. I invited Steve to talk about his work on meta-cognition, but we ended up spending the entire episode talking about lab culture, starting a lab, applying for funding, Steve's background in music, and what drew him to do cognitive neuroscience. There's even a tiny discussion about consciousness research at the end.BJKS Podcast is a podcast about neuroscience, psychology, and anything vaguely related, hosted by Benjamin James Kuper-Smith.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: Steve ran his lab in London from Croatia for a few years 0:23:57: Lessons as a PI: students and postdocs are adults and will figure it out0:28:45: Learning more skills as a postdoc vs. starting a lab0:41:13: Contacting departments to apply for grants0:52:19: Steve's background in music1:07:13: What drew Steve to cognitive science? A brief discussion of the future of consciousness research1:27:23: A book or paper more people should read1:33:02: Something Steve wishes he'd learnt sooner1:38:16: Advice for PhD students/postdocsPodcast linksWebsite: https://geni.us/bjks-podBlueSky: https://geni.us/pod-bskySteve's linksWebsite: https://geni.us/sfleming-webGoogle Scholar: https://geni.us/fleming-scholarBlueSky: https://geni.us/fleming-bskyBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarBlueSky: https://geni.us/bjks-bskyReferences and linksFIL at UCL: https://www.fil.ion.ucl.ac.uk/ERC Starting Grant: https://erc.europa.eu/apply-grant/starting-grantWellcome Trust Early-Career Award (without strict time restrictions): https://wellcome.org/research-funding/schemes/wellcome-early-career-awardsExample paper by Josh Mcdermott on music: McDermott, Schultz, Undurraga & Godoy (2016). Indifference to dissonance in native Amazonians reveals cultural variation in music perception. Nature.Carter (2002). Consciousness.Chalmers (1995). Facing up to the problem of consciousness. Journal of consciousness studies.Dehaene, Al Roumi, Lakretz, Planton & Sablé-Meyer (2022). Symbols and mental programs: a hypothesis about human singularity. Trends in Cognitive Sciences.Isaacson (2021). The code breaker.Marr (1982). Vision: A computational investigation into the human representation and processing of visual information.Pinker (1997). How the mind works.Tononi (2004). An information integration theory of consciousness. BMC neuroscience.

Damian Blasi is a professor at the Pompeu Fabra University in Barcelona. We talk about his article 'Over-reliance on English hinders cognitive science', linguistic diversity, how to study across the world's languages, his career path, and much more.BJKS Podcast is a podcast about neuroscience, psychology, and anything vaguely related, hosted by Benjamin James Kuper-Smith.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: Why Damian studied physics0:06:31: How to deal with small, sparse, incomplete, imbalanced, noisy, and non-independent observational data0:09:38: Evolutionary advantages of different languages0:14:01: How Damian started doing research on linguistics0:20:09: How to study a language you don't speak0:28:58: Start discussing Damian's paper 'Over-reliance on English hinders cognitive science'0:48:25: What can experimental scientists do about the vast differences between cultures, especially of difficult to reach peoples? And how different are languages and cultures really?1:10:15: Why is New Guinea so (linguistically) diverse?1:17:34: Should I learn a common or a rare language? And where?1:29:09: A book or paper more people should read1:32:31: Something Damian wishes he'd learnt sooner1:33:56: Advice for PhD students/postdocsPodcast linksWebsite: https://geni.us/bjks-podBlueSky: https://geni.us/pod-bskyDamian's linksWebsite: https://geni.us/blasi-webGoogle Scholar: https://geni.us/blasi-scholarBlueSky: https://geni.us/blasi-bskyBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarBlueSky: https://geni.us/bjks-bskyReferencesWorld Atlas of Languages: https://en.wal.unesco.org/world-atlas-languagesThe Andamanese group that's hostile to strangers: https://en.wikipedia.org/wiki/Sentinelese"the war situation has developed not necessarily to Japan's advantage" https://en.wikipedia.org/wiki/Hirohito_surrender_broadcastBakker (2022). The sounds of life.Blasi ... Neubig (2021). Systematic inequalities in language technology performance across the world's languages. arXiv.Blasi ... Bickel (2019). Human sound systems are shaped by post-Neolithic changes in bite configuration. Science.Blasi ... Majid (2022). Over-reliance on English hinders cognitive science. Trends in cognitive sciences.Everett (2023). A myriad of tongues.Floyd ... Enfield (2018). Universals and cultural diversity in the expression of gratitude. Royal Society Open Science.Gordon (2004). Numerical cognition without words: Evidence from Amazonia. Science.Hossenfelder (2018). Lost in math.Koyama & Rubin (2022). How the world became rich.Nettle (1998). Explaining global patterns of language diversity. Journal of anthropological archaeology.Pica ... Dehaene (2004). Exact and approximate arithmetic in an Amazonian indigene group. Science.Skirgård ... Gray (2023). Grambank reveals the importance of genealogical constraints on linguistic diversity and highlights the impact of language loss. Science Advances.

Gordon Pennycook is an Associate Professor at Cornell University. We talk about his upbringing in rural Northern Canada, how he got into academia, and his work on misinformation: why people share it and what can be done about it.BJKS Podcast is a podcast about neuroscience, psychology, and anything vaguely related, hosted by Benjamin James Kuper-Smith.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: Straight outta Carrot River: From Northern Canada to publishing in Nature0:37:01: Exploration vs focusing on one topic: finding your research topic0:48:57: A sense of having made it0:54:17: Why apply reasoning research to religion?0:59:45: Starting working on misinformation 1:08:20: Defining misinformation, disinformation, and fake news1:15:52: Social media, the consumption of news, and Bayesian updating1:24:48: Reasons for why people share misinformation1:35:57: Are social media companies listening to Pennycook et al?1:38:19: Using AI to change conspiracy beliefs1:44:59: A book or paper more people should read1:46:33: Something Gordon wishes he'd learnt sooner1:48:12: Advice for PhD students/postdocsPodcast linksWebsite: https://geni.us/bjks-podBlueSky: https://geni.us/pod-bskyGordon's linksWebsite: https://geni.us/pennycook_webGoogle Scholar: https://geni.us/pennycook-scholarBlueSky: https://geni.us/pennycook-bskyBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarReferencesCostello, Pennycook & Rand (2024). Durably reducing conspiracy beliefs through dialogues with AI. Science.Dawkins  (2006). The God Delusion.MacLeod, ... & Ozubko (2010). The production effect: delineation of a phenomenon. Journal of Experimental Psychology: Learning, Memory, and Cognition.Nowak & Highfield (2012). Supercooperators: Altruism, evolution, and why we need each other to succeed.Pennycook, ... & Fugelsang (2012). Analytic cognitive style predicts religious and paranormal belief. Cognition.Pennycook, Fugelsang & Koehler (2015). What makes us think? A three-stage dual-process model of analytic engagement. Cognitive Psychology.Pennycook, Cheyne, Barr, Koehler & Fugelsang (2015). On the reception and detection of pseudo-profound bullshit. Judgment and Decision making.Pennycook & Rand (2019). Lazy, not biased: Susceptibility to partisan fake news is better explained by lack of reasoning than by motivated reasoning. Cognition.Pennycook & Rand (2021). The psychology of fake news. Trends in cognitive sciences.Rand (2016). Cooperation, fast and slow: Meta-analytic evidence for a theory of social heuristics and self-interested deliberation. Psychological Science.Stanovich (2005). The robot's rebellion: Finding meaning in the age of Darwin.Tappin, Pennycook & Rand (2020). Thinking clearly about causal inferences of politically motivated reasoning: Why paradigmatic study designs often undermine causal inference. Current Opinion in Behavioral Sciences.Thompson, Turner & Pennycook (2011). Intuition, reason, and metacognition. Cognitive Psychology.

Renzo Huber is a staff scientist at NIH. We talk about his work on layer-fMRI: what it  is, how Renzo got into it, how to do it, when it makes sense to do it, what the future holds, and much more.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: How Renzo got into high-resolution fMRI0:11:28: The difference between 3T and 7T fMRI0:22:46: Is a bigger fMRI scanner always better?0:33:35: Layer-fMRI0:56:28: For what types of research is layer-fMRI most useful?1:02:35: How to do layer-fMRI and make it reproducible1:19:21: The future of layer-fMRI1:27:02: A book or paper more people should read1:30:37: Something Renzo wishes he'd learnt sooner1:33:11: Advice for PhD students/postdocsPodcast linksWebsite: https://geni.us/bjks-podTwitter: https://geni.us/bjks-pod-twtRenzo's linksWebsite: https://geni.us/huber-webGoogle Scholar: https://geni.us/huber-scholarTwitter: https://geni.us/huber-twtBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarTwitter: https://geni.us/bjks-twtReferences and links mentionedEpisode with Peter Bandettini: https://geni.us/bjks-bandettiniEpisode with Emily Finn: https://geni.us/bjks-finnRenzo's blog about layer fMRI: https://layerfmri.com/YouTube channel on layer fMRI: https://www.youtube.com/@layerfmri/Bastos, ... & Friston (2012). Canonical microcircuits for predictive coding. Neuron.Bollmann & Barth (2021). New acquisition techniques and their prospects for the achievable resolution of fMRI. Progress in Neurobiology.Boulant, ... & Le Bihan (2024). In vivo imaging of the human brain with the Iseult 11.7-T MRI scanner. Nature Methods.Finn, ... & Bandettini (2019). Layer-dependent activity in human prefrontal cortex during working memory. Nature Neuroscience.Feynman (1985). "Surely you're joking, Mr. Feynman!": adventures of a curious character.Haarsma, Kok & Browning (2022). The promise of layer-specific neuroimaging for testing predictive coding theories of psychosis. Schizophrenia Research.Huber, ... & Bandettini (2017). High-resolution CBV-fMRI allows mapping of laminar activity and connectivity of cortical input and output in human M1. Neuron.Huber, ... & Möller (2019). Non-BOLD contrast for laminar fMRI in humans: CBF, CBV, and CMRO2. Neuroimage.Huber, ... & Bandettini (2020). Sub-millimeter fMRI reveals multiple topographical digit representations that form action maps in human motor cortex. Neuroimage.Huber, ... & Kronbichler (2023). Evaluating the capabilities and challenges of layer-fMRI VASO at 3T. Aperture Neuro.Huber, ... & Horovitz (2023). Laminar VASO fMRI in focal hand dystonia patients. Dystonia.Persichetti, ... & Martin (2020). Layer-specific contributions to imagined and executed hand movements in human primary motor cortex. Current Biology.Polimeni, ... & Wald (2010). Laminar analysis of 7 T BOLD using an imposed spatial activation pattern in human V1. Neuroimage.

Ella Marushchenko is a scientific illustrator who runs a studio of artists and scientists that creates cover art, scientific and illustrations, and more. We talk about her unlikely path from artist in Russia to scientific illustrator in the US, digital vs classic art, how to interact as scientists with illustrators, how to improve scientific figures, and much more.BJKS Podcast is a podcast about neuroscience, psychology, and anything vaguely related, hosted by Benjamin James Kuper-Smith.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: Ella's unlikely path to doing scientific illustrations0:33:17: Running a studio for scientific illustrations0:36:30: The process of commissioning a scientific figure0:46:44: The changing landscape of scientific publications and communication0:50:15: Unhelpful things to avoid when interacting with a science illustrator0:59:06: Who are scientific illustrations for?1:06:36: The purpose of illustrations in science1:16:09: How to learn to improve scientific figures1:22:30: How to become a scientific illustrator1:26:10: A book or paper more people should read1:27:48: Something Ella wishes she'd learnt sooner1:29:10: Advice for PhD students/postdocsPodcast linksWebsite: https://geni.us/bjks-podTwitter: https://geni.us/bjks-pod-twtElla's linksWebsite: https://geni.us/marushchenko-webTwitter: https://geni.us/marushchenko-twtBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarTwitter: https://geni.us/bjks-twtReferences and linksSome pictures by Sergey Krasnov: https://www.flickr.com/photos/sergey_krasnov/Sergiy Minko: https://scholar.google.com/citations?user=TMotc_wAAAAJScience diagrams that look like shitposts: https://x.com/scienceshitpostMy photo of the elephant at the Muséum national d'histoire naturelle: https://www.bjks.blog/nature/3n6ljuy6noa5470tdsbcuicltu48dfEpisode about Cajal: https://geni.us/bjks-ehrlich Bulgakov (1967). The Master and Margarita.

Roberto Bottini is an Associate Professor at the University of Trento. We talk about his recent work on unusual cognitive maps in blind people, image spaces, metaphors, and he gives me some advice for writing successful grant applications.BJKS Podcast is a podcast about neuroscience, psychology, and anything vaguely related, hosted by Benjamin James Kuper-Smith.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: Roberto's background0:03:20: Start discussing Roberto's paper on altered grid cells in visually impaired people: theoretical background0:16:28: Methods & results: walking on a clock face / altered grid cells: fourfold symmetry0:47:48: Start discussing Roberto's paper on cognitive maps and image spaces (TiCS)0:52:05: Egocentric and allocentric perspectives0:55:27: Metaphors and analogies1:00:08: Tips for grant applications1:14:18: A book or paper that more people should read1:18:38: Something Roberto wishes he'd learnt sooner1:20:30: Advice for PhD students/postdocsPodcast linksWebsite: https://geni.us/bjks-podTwitter: https://geni.us/bjks-pod-twtRoberto's linksWebsite: https://geni.us/bottini-webGoogle Scholar: https://geni.us/bottini-scholarTwitter: https://geni.us/bottini-twtBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarTwitter: https://geni.us/bjks-twtReferencesAronov, ... & Tank (2017). Mapping of a non-spatial dimension by the hippocampal–entorhinal circuit. Nature.Bisiach & Luzzatti (1978). Unilateral neglect of representational space. Cortex.Bottini & Doeller (2020). Knowledge across reference frames: Cognitive maps and image spaces. Trends in Cognitive Sciences.Casasanto (2009). Embodiment of abstract concepts: good and bad in right-and left-handers. Journal of experimental psychology: General.Constantinescu, ... & Behrens (2016). Organizing conceptual knowledge in humans with a gridlike code. Science.Derdikman, ... & Moser (2009). Fragmentation of grid cell maps in a multicompartment environment. Nature neuroscience.Eichenbaum (2014). Time cells in the hippocampus: a new dimension for mapping memories. Nature Reviews Neuroscience.Gardenfors (2004). Conceptual spaces: The geometry of thought.Gentner (1983). Structure-mapping: A theoretical framework for analogy. Cognitive science.He & Brown (2019). Environmental barriers disrupt grid-like representations in humans during navigation. Current Biology.Horner, ... & Burgess (2016). Grid-like processing of imagined navigation. Current Biology.Jaynes (1976). The Origin of Consciousness in the Breakdown of the Bicameral Mind.Park, ... & Boorman (2021). Inferences on a multidimensional social hierarchy use a grid-like code. Nature Neuroscience.Sigismondi, ... & Bottini (2024). Altered grid-like coding in early blind people. Nature Communications.Stangl, ... & Wolbers (2018). Compromised grid-cell-like representations in old age as a key mechanism to explain age-related navigational deficits. Current Biology.Tolman (1948). Cognitive maps in rats and men. Psychological Review.Whittington, ... & Behrens (2022). How to build a cognitive map. Nature Neuroscience.

Robert (Bob) Wilson is an Associate Professor of Psychology at Georgia Tech. We talk about his tutorial paper (w/ Anne Collins) on computational modelling, and some of his recent work on detecting phishing.BJKS Podcast is a podcast about neuroscience, psychology, and anything vaguely related, hosted by Benjamin James Kuper-Smith.Support the show: https://geni.us/bjks-patreonTimestamps0:00:00: Bob's strange path through computational cognitive neuroscience0:07:37: Phishing: a computational model with real-life applications0:25:46: Start discussing Bob's paper 10 simple rules for computational modeling of behavioral data0:32:15: Rule 0: Why even do computational modelling?0:46:24: Rules 1 & 2: Design a good experiment & Design a good model1:02:51: Rule 3: Simulate!1:05:48: Rules 4 & 5: Parameter estimation and recovery1:18:28: Rule 6: Model recovery1:25:55: Rules 7 & 8: Collect data and validate the model1:33:15: Rule 9: Latent variable analysis1:36:24: Rule 10: Report your results1:37:46: Computational modelling and the open science movement1:40:17: A book or paper more people should read1:43:35: Something Bob wishes he'd learnt sooner1:47:18: Advice for PhD students/postdocsPodcast linksWebsite: https://geni.us/bjks-podTwitter: https://geni.us/bjks-pod-twtRobert's linksWebsite: https://geni.us/wilson-webGoogle Scholar: https://geni.us/wilson-scholarTwitter: https://geni.us/wilson-twtBen's linksWebsite: https://geni.us/bjks-webGoogle Scholar: https://geni.us/bjks-scholarTwitter: https://geni.us/bjks-twtReferencesEpisodes w/ Paul Smaldino: https://geni.us/bjks-smaldinohttps://geni.us/bjks-smaldino_2Bechara, Damasio, Damasio, & Anderson (1994). Insensitivity to future consequences following damage to human prefrontal cortex. Cognition.Feng, Wang, Zarnescu & Wilson (2021). The dynamics of explore–exploit decisions reveal a signal-to-noise mechanism for random exploration. Scientific Reports.Grilli, ... & Wilson (2021). Is this phishing? Older age is associated with greater difficulty discriminating between safe and malicious emails. The Journals of Gerontology: Series B.Hakim, Ebner, ... & Wilson (2021). The Phishing Email Suspicion Test (PEST) a lab-based task for evaluating the cognitive mechanisms of phishing detection. Behavior research methods.Harootonian, Ekstrom & Wilson (2022). Combination and competition between path integration and landmark navigation in the estimation of heading direction. PLoS Computational Biology.Hopfield (1982). Neural networks and physical systems with emergent collective computational abilities. PNAS.MacKay (2003). Information theory, inference and learning algorithms.Miller, Eugene & Pribram (1960). Plans and the Structure of Behaviour.Sweis, Abram, Schmidt, Seeland, MacDonald III, Thomas, & Redish (2018). Sensitivity to “sunk costs” in mice, rats, and humans. Science.Walasek & Stewart (2021). You cannot accurately estimate an individual’s loss aversion using an accept–reject task. Decision.Wilson & Collins (2019). Ten simple rules for the computational modeling of behavioral data. Elife.