Many Minds cover logo

The borderlands of perception

1h 36m · Many Minds · 21 Mar 01:25

We've all seen those illusions. The dots seem to dance, when in fact they're completely still. The lines look like they bend, but in reality they're perfectly straight. Here's the thing: It doesn't matter that you know the ground truth of these illusions—the dancing and bending won't stop. And that we see the world one way, even though we know it's actually another way, is a fascinating quirk of our minds—and maybe a telling one. It suggests that there's a chasm between perceiving and thinking, that these may be two independent provinces of the mind. But, if so, we're faced with another question: Where does perception end and thinking begin?

My guest today is Dr. Chaz Firestone. Chaz is an Associate Professor of Psychological and Brain Sciences at Johns Hopkins University, and Director of the Perception and Mind lab there. He and his research group study perceiving, thinking, and the interface between the two.

Here, Chaz and I talk about his background in philosophy and how it continues to animate his research. We sketch the differences between perception and cognition and why the two are best considered separate faculties. We consider the idea of so-called "top-down" effects on perception. We discuss the fact that, even if perception and cognition are separate, there's much more to perception than meets the eye. We seem to see things like causes and social interactions; we perceive things like silences and absences. Along the way, Chaz and I touch on the modular view mind, skeletal shapes, the El Greco fallacy, stubborn epistemology, birders and radiologists, retinotopy and visual adaptation, adversarial images, human-machine comparisons, and the case of the blue banana.

This is a fun one, friends. But before we get to it, one humble request. If you've been enjoying Many Minds, now would be a great time to leave us a rating or review. You can do this on Apple Podcasts or on Spotify. It would really help us grow and get the word out! It actually looks like our last review on Apple Podcasts is about 10 months old—so, if you have a minute, that could really use some freshening up.

Alright folks, on to my conversation with Chaz Firestone. Enjoy!

A transcript of this episode will be available soon.

Notes and links

3:00 – Dr. Firestone’s early paper reporting the Times Square experiment and the “skeletal shape” phenomenon.

8:00 – A visual explanation of the “missing bullet holes” graphic.

13:00 –Dr. Firestone has collaborated intensively with the philosopher Ian Phillips.

15:00 – A recent book by Ned Block, The Border Between Seeing and Thinking.

24:00 –Visual illusions are legion, as are inventories of them. See, for instance, this catalogue on Wikipedia or this Reddit thread.

25:00 – An obituary for Jerry Fodor, who died in 2017. The classic book by Zenon Pylyshyn, Computation and Cognition.

28:00 –A paper by Dr. Firestone about the history of the El Greco fallacy. An empirical paper by Dr. Firestone and Brian Scholl showing the El Greco fallacy at work in perception research.

35:00 – A target article (with commentaries) in Behavioral and Brain Sciences by Dr. Firestone and Dr. Scholl about claims of “top-down” effects on perception. Dr. Firestone has published other work on this theme, e.g., here, here, & here.

41:00 – A paper with discussion (and illustration) of the classic Dalmation Mooney image.

45:00 – A study of rapid visual pattern recognition in expert chess players.

50:30 –A paper by J.J. Valenti and Dr. Firestone about the case of the blue banana.

54:00 –A review paper by Alon Hafri and Dr. Firestone reviewing evidence that people actually perceive high-level relations like causality, support, and social interaction.

56:00 – A study by Martin Rolfs and colleagues about the perception of causality.

1:02:00 –A study by Liuba Papeo and colleagues about the perception of social interactions. A related paper showing an inversion effect.

1:04:00 –A paper by Alon Hafri and colleagues on the perception of roles in an interaction.

1:06:00 –A widely cited paper by J. Kiley Hamlin and colleagues on the recognition of social interactions in preverbal infants.

1:06:30 –A review paper on reading in the brain.

1:10:00 –A paper by Rui Goh, Dr. Phillips, and Dr. Firestone on the perception of silence.

1:18:00 – A recent review paper by Jorge Morales and Dr. Firestone about the dialogue between philosophy of perception and psychology, which discusses the perception of absence (among other case studies).

1:22:00 – A recent perspective piece by Dr. Firestone about human-machine comparisons.

1:25:00 - An empirical paper by Zhenglong Zhou and Dr. Firestone on the deciphering of adversarial images by humans.

1:28:00 – For a review of the mirror self-recognition test, see our earlier audio essay.

1:35:00 – Other interesting work going on in Dr. Firestone’s research group has investigated representational momentum, beauty, and epistemic actions, among other topics.

Recommendations

The Modularity of Mind, by Jerry Fodor

The Contents of Visual Experience, by Susanna Siegel

Psych, by Paul Bloom

Many Minds is a project of theDiverse Intelligences Summer Institute, which is made possible by a generous grant from the Templeton World Charity Foundation to UCLA. It is hosted and produced by Kensy Cooperrider, with help from Assistant Producer Urte Laukaityte and with creative support from DISI Directors Erica Cartmill and Jacob Foster. Our artwork is by Ben Oldroyd. Our transcripts are created by Sarah Dopierala.

Subscribe to Many Minds on Apple, Stitcher, Spotify, Pocket Casts, Google Play, or wherever you listen to podcasts. You can also now subscribe to the Many Minds newsletter here!

We welcome your comments, questions, and suggestions. Feel free to email us at: [email protected].

For updates about the show, visit our website or follow us on Twitter: @ManyMindsPod.

The episode The borderlands of perception from the podcast Many Minds has a duration of 1:36:01. It was first published 21 Mar 01:25. The cover art and the content belong to their respective owners.

More episodes from Many Minds

Consider the spider

Maybe your idea of spiders is a bit like mine was. You probably know that they have eight legs, that some are hairy. Perhaps you imagine them spending most of their time sitting in their webs—those classic-looking ones, of course—waiting for snacks to arrive. Maybe you consider them vaguely menacing, or even dangerous. Now this is not all completely inaccurate—spiders do have eight legs, after all—but it's a woefully incomplete and drab caricature. Your idea of spiders, in other words, may be due for a refresh.

My guest today is Dr. Ximena Nelson, Professor in the School of Biological Sciences at the University of Canterbury, in New Zealand. Ximena is the author of the new book, The Lives of Spiders. It’s an accessible and stunningly illustrated survey of spider behavior, ecology, and cognition.

In this conversation, Ximena and I do a bit of ‘Spiders 101’. We talk about spider senses—especially how spiders use hairs to detect the minutest of vibrations and how they see, usually, with four pairs of eyes. We talk about web-making—which, by the way the majority of spiders don't do—and silk-making—which all do, but for more reasons than you may realize. We talk about how spiders hunt, jump, dance, pounce, plan, decorate, cache, balloon, and possibly count. We talk about why so many spiders mimic ants. We take up the puzzle of “stabilimenta”. We talk about whether webs constitute an extended sensory apparatus—like a gigantic ear—and why spiders are an under-appreciated group of animals for thinking about the evolution of mind, brain, and behavior.

Alright friends, this one is an absolute feast. So let's get to it. On to my conversation with Dr. Ximena Nelson. Enjoy!

A transcript of this episode will be available soon.

Notes and links

3:00 – A general audience article about our “collective arachnid aversion” to spiders.

8:00 – An academic article by Dr. Nelson about jumping spider behavior.

8:30 – In addition to spiders, Dr. Nelson also studies kea parrots (e.g., here).

12:00 – A popular article about the thousands of spider species known to science—and the thousands that remain unknown.

16:30 – A popular article about a mostly vegetarian spider, Bagheera kiplingi.

18:00 – For the mating dance of the peacock spider, see this video.

20:00 – A recent study on spider “hearing” via their webs.

24:00 – The iNaturalist profile of the tiger bromeliad spider.

29:30 – A recent study of extended sensing in humans during tool use.

33:00 – A popular discussion of vision (and other senses) in jumping spiders.

40:00 – An earlier popular discussion of spider webs and silk.

45:00 – For a primer on bird’s nests, see here.

48:00 – An article describing the original work on how various drugs alter spiders’ webs.

49:00 – A recent salvo in the long-standing stabilimenta debata.

54:00 – A video about “ballooning” in spiders.

57:00 ­– An article by Dr. Nelson and a colleague about jumping spiders as an important group for studies in comparative cognition.

1:01:00 – A study of reversal learning in jumping spiders, which found large individual differences.

1:07:00 – A study of larder monitoring in orb weaver spiders.

1:10:00 – A study by Dr. Nelson and a colleague on numerical competence in Portia spiders.

1:16:00 – An academic essay on the so-called insect apocalypse.

Recommendations

Spider Behaviour: Flexibility and Versatility, by M. Herberstein

‘Spider senses – Technical perfection and biology,’ by F. Barth

‘Extended spider cognition’, by H. Japyassú and K. Lala

Many Minds is a project of theDiverse Intelligences Summer Institute, which is made possible by a generous grant from the Templeton World Charity Foundation to UCLA. It is hosted and produced by Kensy Cooperrider, with help from Assistant Producer Urte Laukaityte and with creative support from DISI Directors Erica Cartmill and Jacob Foster. Our artwork is by Ben Oldroyd. Our transcripts are created by Sarah Dopierala.

Subscribe to Many Minds on Apple, Stitcher, Spotify, Pocket Casts, Google Play, or wherever you listen to podcasts. You can also now subscribe to the Many Minds newsletter here!

We welcome your comments, questions, and suggestions. Feel free to email us at: [email protected].

For updates about the show, visit our website or follow us on Twitter: @ManyMindsPod.

Can we measure consciousness?

A cluster of brain cells in a dish, pulsing with electrical activity. A bee buzzing its way through a garden in bloom. A newborn baby staring up into his mother's eyes. What all these entities have in common is that we don't quite know what it’s like to be them—or, really, whether it's like anything at all. We don't really know, in other words, whether they’re conscious. But maybe we could know—if only we developed the right test.

My guest today is Dr. Tim Bayne. Tim is Professor of Philosophy at Monash University in Melbourne, Australia. He’s a philosopher of mind and cognitive science, with a particular interest in the nature of consciousness. Along with a large team of co-authors, Tim recently published an article titled 'Tests for consciousness in humans and beyond.' In it, they review the current landscape of consciousness tests—or “C-tests”, as they call them—and outline strategies for building more and better tests down the road.

Here, Tim and I discuss what consciousness is and why theories of it seem to be proliferating. We consider several of the boundary cases that are most hotly debated right now in the field—cases like brain organoids, neonates, and split-brain patients. We sketch a few of the most prominent current consciousness tests: the command following test, the sniff test, the unlimited associative learning test, and the test for AI consciousness. We talk about how we might be able to inch our way, slowly, toward something like a thermometer for consciousness: a universal test that tells us whether an entity is conscious, or to what degree, or even what kind of conscious it is. Along the way, Tim and I talk about zombies, chatbots, brains in vats, and islands of awareness. And we muse about how, in certain respects, consciousness is like temperature, or perhaps more like happiness or wealth or intelligence, and maybe even a bit like fire.

I think you'll enjoy this one, friends—it's a thought-provoking conversation on a foundational topic, and one that takes us far and wide. So without further ado, here's my interview with Dr. Tim Bayne. Enjoy!

A transcript of this episode will be available soon.

Notes and links

4:45 – The philosopher Dan Dennett, who passed away in April, was known for his writings on consciousness—among them his 1991 book, Consciousness Explained.

7:00 –The classic paper on the neural correlates of consciousness, by Francis Crick and Christof Koch.

9:00 –A recent review of theories of consciousness by Anil Seth and Dr. Bayne.

10:00 –David Chalmers’ classic paper on the “hard problem” of consciousness.

13:00 –Thomas Nagel’s classic paper on what it’s like to be a bat.

20:00 – A recent paper by James Croxford and Dr. Bayne arguing against consciousness in brain organoids.

23:00 –A recent paper by Dr. Bayne and colleagues about the emergence of consciousness in infants.

27:00 –A recent paper by Dr. Bayne and colleagues about consciousness in split-brain patients. An earlier paper by Dr. Bayne on the same topic.

30:00 –A paper by Dr. Bayne, Dr. Seth, and Marcello Massimini on the notion of “islands of awareness.”

35:00 –The classic paper using the “(covert) command following test” in a patient in a so-called vegetative state.

38:00 –A 2020 paper introducing the “sniff test.”

40:00 –A recent primer on the “unlimited associative learning” test.

43:00 –An essay (preview only), by the philosopher Susan Schneider, proposing the AI consciousness test.

50:00 – The history of the scientific understanding of temperature is detailed in Hasok Chang’s book, Inventing Temperature.

53:30 –Different markers of consciousness in infants are reviewed in Dr. Bayne and colleagues’ recent paper.

1:03:00 –The ‘New York Declaration on Animal Consciousness’ was announced in April. Read about it here.

Recommendations

Being You, Anil Seth

Into the Gray Zone, Adrian Owen

Other Minds, Peter Godfrey-Smith

Many Mindsis a project of theDiverse Intelligences Summer Institute, which is made possible by a generous grant from the Templeton World Charity Foundation to UCLA. It is hosted and produced by Kensy Cooperrider, with help from Assistant Producer Urte Laukaityte and with creative support from DISI Directors Erica Cartmill and Jacob Foster. Our artwork is by Ben Oldroyd. Our transcripts are created by Sarah Dopierala.

Subscribe to Many Minds on Apple, Stitcher, Spotify, Pocket Casts, Google Play, or wherever you listen to podcasts. You can also now subscribe to the Many Minds newsletter here!

We welcome your comments, questions, and suggestions. Feel free to email us at: [email protected].

For updates about the show, visit our website or follow us on Twitter: @ManyMindsPod.

Rehabilitating placebo

Welcome back friends! Today we've got a first for you: our very first audio essay by... not me. I would call it a guest essay, but it's by our longtime Assistant Producer, Urte Laukaityte. If you're a regular listener of the show, you've been indirectly hearing her work across dozens and dozens of episodes, but this is the first time you will be actually hearing her voice.

Urte is a philosopher. She works primarily in the philosophy of psychiatry, but also in the philosophy of mind, the philosophy of biology, the history of medicine, and neighboring fields. She's particularly interested in a colorful constellation of psychiatric phenomena—phenomena like hypnosis, mass hysteria, psychogenic conditions, and (the topic of today's essay) the placebo effect.

There's almost certainly more to placebo than you realize—it's a surprisingly many-layered phenomenon. Here, Urte pulls apart those layers. She talks about what placebo can and cannot do, the mechanisms by which it operates, the ethical dimensions of its use, its evil twin nocebo, how it is woven through the history of medicine, and a lot more. She argues that, though we've learned a lot about the placebo in recent decades, we have not yet harnessed its full potential.

As always, we eagerly welcome your comments about the show. Feel free to find us on social media, or send us a note at [email protected]. We would love to hear your suggestions for future episodes, your constructive criticisms, really your feedback of whatever kind.

Alright friends, now on to our audio essay—'Rehabilitating placebo’—written and read by Urte Laukaityte. Enjoy!

A text version of this episode will be available soon.

Notes and links

3:30 –A research paper describing the FIDELITY trial.

8:00 – For a neuroscientific overview of placebo research, see this review article. The landmark 1978 study is here.

9:00 –The study using naloxone in rats.

10:30 – A review of placebo effects in Parkinson’s disease.

13:00 – The study showing placebo effects in allergy sufferers. For more on placebo and conditioning in the immune system, see here.

13:30 –An overview of the results on whether placebo “can replace oxygen.”

16:00 –For the “milkshake” study, see here.

20:00 – A perspective piece on open-label placebos. A review of the efficacy of open-label placebos.

22:00 –A review of nocebo-induced side effects within the placebo groups of trials.

24:00 – On the idea of “good placebo responders,” see here.

27:30 –The book Medical Nihilism, by Jacob Stegenga.

28:00 – A review and meta-analysis of the use of placebo by clinicians.

29:30 ­– A paper on complementary and alternative medicine (CAM) and placebo.

30:30 –A review of factors modulating placebo effects.

34:00 – For the “signaling theory of symptoms,” see here.

Many Minds is a project of theDiverse Intelligences Summer Institute, which is made possible by a generous grant from the Templeton World Charity Foundation to UCLA. It is hosted and produced by Kensy Cooperrider, with help from Assistant Producer Urte Laukaityte and with creative support from DISI Directors Erica Cartmill and Jacob Foster. Our artwork is by Ben Oldroyd. Our transcripts are created by Sarah Dopierala.

Subscribe to Many Minds on Apple, Stitcher, Spotify, Pocket Casts, Google Play, or wherever you listen to podcasts. You can also now subscribe to the Many Minds newsletter here!

We welcome your comments, questions, and suggestions. Feel free to email us at: [email protected].

For updates about the show, visit our website or follow us on Twitter: @ManyMindsPod.

Cosmopolitan carnivores

They tend to move under the cover of darkness. As night descends, they come for your gardens and compost piles, for your trashcans and attic spaces. They are raccoons, skunks, and coyotes. And if you live in urban North America, they are a growing presence. Whether you consider them menacing, cute, fascinating, or all of the above, you have to grant that they are quite a clever crew. After all, they've figured how to adapt to human-dominated spaces. But how have they done this? What traits and talents have allowed them to evolve into this brave new niche? And are they still evolving into it?

My guest today is Dr. Sarah Benson-Amram. Sarah is Assistant Professor of Forest and Conservation Sciences and Zoology at the University of British Columbia; she also directs the Animal Behavior & Cognition Lab at UBC. Sarah's research group focuses on the behavioral and cognitive ecology of urban wildlife. They ask what urban wildlife can teach us about animal cognition more generally and try to understand ways to smooth human-wildlife interactions.

Here, Sarah and I talk about her work on that trio I mentioned before: raccoons, skunks, and coyotes. These three species are all members of the mammalian order of carniovora, a clade of animals that Sarah has focused on throughout her career and one that has been underrepresented in studies of animal cognition. We discuss the traits that have allowed these species—and certain members of these species—to thrive in dynamic, daunting urban spaces. We also talk about the big picture of the evolution of intelligence—and how urban adapter species might shed light on what is known as the cognitive buffer hypothesis. Along the way, we touch on: the neophilia of raccoons and the neophobia of coyotes, puzzle boxes, the Aesop's fable task, hyenas and elephants, brain size, individual differences, human-wildlife conflict, comparative gastronomy, and the cognitive arms race that might be unfolding in our cities.

If you have any feedback for us, we would love to hear from you. Guest suggestions? Topics or formats you'd like to see? Blistering critiques? Effusive compliments? We're open to all of it. You can email us at manymindspodcast at gmail dot com. That's manymindspodcast at gmail. Though, honestly, if it's really an effusive compliment feel free to just post that publicly somewhere.

Alright friends, on to my conversation with Sarah Benson-Amram. Enjoy!

A transcript of this episode will be available soon.

Notes and links

8:50 –A study of manual dexterity in raccoons.

11:30 – A video featuring raccoon chittering, among other vocalizations.

12:00 ­– A recent academic paper on the categorization of wildlife responses to urbanization—avoider, adapter, exploiter—with some critical discussion.

14:00 –A study of how animals are becoming more nocturnal in response to humans.

18:00 –An encyclopedia article on the Social Intelligence Hypothesis, by one of its originators, Richard Byrne. A recent appraisal of how the hypothesis has fared across different taxa.

18:30 –A recent review article by Dr. Benson-Amram and colleagues surveying carnivore cognition.

25:00 ­– On the question of urban vs rural animals, see the popular article, ‘Are cities making animals smarter?’

28:00 – A study by Dr. Benson-Amram and colleagues using puzzle boxes to study behavioral flexibility in captive raccoons. See also her follow-up study, conducted with a large team of neuroscience collaborators, examining the brains of raccoons who successfully solved the puzzle boxes.

34:30 –One of Dr. Benson-Amram’s earlier studies on innovative problem solving in hyenas.

36:30 – Our earlier episode on animal personality with Dr. Kate Laskowski.

39:00 –A study by Dr. Benson-Amram and colleagues exploring raccoons’ ability to solve the Aesop’s Fable task. She has also used this task with elephants.

44:00 – A study by Dr. Benson-Amram and colleagues examining reversal learning in raccoons, skunks, and coyotes.

49:00 – An article articulating the “cognitive buffer hypothesis.”

51:00 –A paper discussing—and “reviving”—the so-called ecological intelligence hypothesis.

53:00 –A study by Dr. Benson-Amram and colleagues comparing brain size and problem-solving ability in mammalian carnivores.

56:00 – A paper by Dr. Benson-Amram and colleagues on cognition in so-called nuisance species, in which they discuss the idea of a ‘cognitive arms race.’

57:30 – A paper on bin-opening in cockatoos and how it might be leading to an “innovation arms race.”

Recommendations

How Monkeys See the World, Dorothy Cheney and Robert Seyfarth

Are We Smart Enough to Know How Smart Animals Are? by Frans De Waal

An Immense World, by Ed Yong (featured in a previous episode!)

Urban Carnivores, by Stanley D. Gehrt, Seth P. D. Riley, and Brian L. Cypher

Many Minds is a project of theDiverse Intelligences Summer Institute, which is made possible by a generous grant from the Templeton World Charity Foundation to UCLA. It is hosted and produced by Kensy Cooperrider, with help from Assistant Producer Urte Laukaityte and with creative support from DISI Directors Erica Cartmill and Jacob Foster. Our artwork is by Ben Oldroyd. Our transcripts are created by Sarah Dopierala.

Subscribe to Many Minds on Apple, Stitcher, Spotify, Pocket Casts, Google Play, or wherever you listen to podcasts. You can also now subscribe to the Many Minds newsletter here!

We welcome your comments, questions, and suggestions. Feel free to email us at: [email protected].

For updates about the show, visit our website or follow us on Twitter: @ManyMindsPod.

From the archive: Myths, robots, and the origins of AI

Hi friends, we're busy with some spring cleaning this week. We'll have a new episode for you in two weeks. In the meanwhile, enjoy this pick from our archives!

_____

[originally aired Nov 30, 2022]

When we talk about AI, we usually fixate on the future. What’s coming next? Where is the technology going? How will artificial intelligences reshape our lives and worlds? But it's also worth looking to the past. When did the prospect of manufactured minds first enter the human imagination? When did we start building robots, and what did those early robots do? What are the deeper origins, in other words, not only of artificial intelligences themselves, but of our ideas about those intelligences?

For this episode, we have two guests who've spent a lot of time delving into the deeper history of AI. One isAdrienne Mayor; Adrienne is a Research Scholar in the Department of Classics at Stanford University and the author of the 2018 book,Gods and Robots: Myths, Machines, and Ancient Dreams of Technology. Our second guest isElly Truitt; Elly is Associate Professor in the History & Sociology of Science at the University of Pennsylvania and the author of the 2015 book,Medieval Robots: Mechanism, Magic, Nature, and Art.

In this conversation, we draw on Adrienne's expertise in the classical era and Elly's expertise in the medieval period to dig into the surprisingly long and rich history of AI. We discuss some of the very first imaginings of artificial beings in Greek mythology, including Talos, the giant robot guarding the island of Crete. We talk about some of the very first historical examples of automata, or self-moving devices; these included statues that spoke, mechanical birds that flew, thrones that rose, and clocks that showed the movements of the heavens. We also discuss the long-standing and tangled relationships between AI and power, exoticism, slavery, prediction, and justice. And, finally, we consider some of the most prominent ideas we have about AI today and whether they had precedents in earlier times.

This is an episode we've been hoping to do for some time now, to try to step back and put AI in a much broader context. It turns out the debates we're having now, the anxieties and narratives that swirl around AI today, are not so new. In some cases, they're millennia old.

Alright friends, now to my conversation with Elly Truitt and Adrienne Mayor. Enjoy!

A transcript of this episode is availablehere.

Notes and links

4:00 – See Adrienne’sTedEd lesson about Talos, the “first robot.” See also Adrienne’s2019 talkfor the Long Now Foundation.

7:15 –The Throne of Solomon does not survive, but it was often rendered in art, for example inthis paintingby Edward Poynter.

12:00 – For more on Adrienne’s broader research program, see herwebsite; for more on Elly’s research program, see herwebsite.

18:00 – For more on the etymology of ‘robot,’ seehere.

23:00 – A recentpieceabout Aristotle’s writings on slavery.

26:00 –Anarticleabout the fact that Greek and Roman statues were much more colorful than we think of them today.

30:00 –Arecent research articleabout the Antikythera mechanism.

34:00 – See Adrienne’spopular articleabout the robots that guarded the relics of the Buddha.

38:45 –See Elly’sarticleabout how automata figured prominently in tombs.

47:00 – See Elly’srecent video lectureabout mechanical clocks and the “invention of time.” For more on the rise of mechanistic thinking—and clocks as important metaphors in that rise—see Jessica Riskin’s book,The Restless Clock.

50:00 – Anarticleabout a “torture robot” of ancient Sparta.

58:00 –Apaintingof the “Iron Knight” in Spenser’sThe Faerie Queene.

Adrienne Mayor recommends:

The Greeks and the New, by Armand D’Angour

Classical Traditions in Science Fiction, edited by Brett Rogers and Benjamin Stevens

In Our Own Image, by George Zarkadakis

Ancient Inventions, by Peter James and Nick Thorpe

Elly Truitt recommends:

AI Narratives, edited by Stephen Cave, Kanta Dihal, and Sarah Dillon

The Love Makers, by Aifric Campbell

The Mitchells vs the Machines

You can read more about Adrienne’s work on herwebsiteand follow her onTwitter. You can read more about Elly’s work on herwebsiteand follow her onTwitter.

Many Mindsis a project of the Diverse Intelligences Summer Institute (DISI) (https://disi.org), which is made possible by a generous grant from the Templeton World Charity Foundation to UCLA. It is hosted and produced byKensy Cooperrider, with help from Assistant Producer Urte Laukaityte and with creative support from DISI Directors Erica Cartmill and Jacob Foster. Our artwork is by Ben Oldroyd (https://www.mayhilldesigns.co.uk/). Our transcripts are created by Sarah Dopierala (https://sarahdopierala.wordpress.com/).

You can subscribe toMany Mindson Apple, Stitcher, Spotify, Pocket Casts, Google Play, or wherever you like to listen to podcasts.

**You can now subscribe to the Many Minds newsletterhere!**

We welcome your comments, questions, and suggestions. Feel free to email us at: [email protected].

For updates about the show, visit our website (https://disi.org/manyminds/),or follow us on Twitter:@ManyMindsPod.

Every Podcast » Many Minds » The borderlands of perception