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SoBrief
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How to Create a Mind
by Ray Kurzweil • 2012
The brain runs on 300 million pattern recognizers. Copy that hierarchy, and human-level AI is next.
3.96
8k+
How to Create a Mind Summary
How to Create a Mind 91%
The brain runs on 300 million pattern recognizers. Copy that hierarchy, and human-level AI is next.
by Ray Kurzweil 2012
3.96
8k+ ratings
The Deep Learning Revolution
by Terrence J. Sejnowski • 2018
The AI that works copies the brain. For decades it was a backwater. Then it won.
3.72
597
The Deep Learning Revolution Summary
The Deep Learning Revolution 91%
The AI that works copies the brain. For decades it was a backwater. Then it won.
by Terrence J. Sejnowski 2018
3.72
597 ratings
Matter and Consciousness
by Paul M. Churchland • 1984
Folk psychology is a 2,000-year-old theory that hasn't improved. Neuroscience says it never will.
3.89
1k+
Matter and Consciousness Summary
Matter and Consciousness 90%
Folk psychology is a 2,000-year-old theory that hasn't improved. Neuroscience says it never will.
by Paul M. Churchland 1984
3.89
1k+ ratings
Deep Learning
by John D. Kelleher • 2019
Deep learning isn't clever math. It's simple neurons, wired at scale, learning from their mistakes.
3.89
473
Deep Learning Summary
Deep Learning 90%
Deep learning isn't clever math. It's simple neurons, wired at scale, learning from their mistakes.
by John D. Kelleher 2019
3.89
473 ratings
Being There
by Andy Clark • 1996
The mind extends past the skull, looping through body and world. Brains alone cannot think.
4.14
217
Being There Summary
Being There 90%
The mind extends past the skull, looping through body and world. Brains alone cannot think.
by Andy Clark 1996
4.14
217 ratings
Creativity Code
by Marcus du Sautoy • 2019
AI paints, composes, writes. But can a machine truly be creative? A mathematician investigates.
3.94
2k+
Creativity Code Summary
Creativity Code 90%
AI paints, composes, writes. But can a machine truly be creative? A mathematician investigates.
by Marcus du Sautoy 2019
3.94
2k+ ratings
Artificial Intelligence
by Margaret A. Boden • 2018
What AI can do, what it can't, and why the difference is philosophy more than code.
3.29
388
Artificial Intelligence Summary
Artificial Intelligence 90%
What AI can do, what it can't, and why the difference is philosophy more than code.
by Margaret A. Boden 2018
3.29
388 ratings
On Intelligence
by Jeff Hawkins • 2004
The brain runs one algorithm for sight, sound, and thought: memory and prediction.
4.11
7k+
On Intelligence Summary
On Intelligence 90%
The brain runs one algorithm for sight, sound, and thought: memory and prediction.
by Jeff Hawkins 2004
4.11
7k+ ratings
Everyday Chaos
by David Weinberger • 2019
A medical AI diagnoses illness but can't explain how. The age of demanding explanations is over.
3.78
202
Everyday Chaos Summary
Everyday Chaos 90%
A medical AI diagnoses illness but can't explain how. The age of demanding explanations is over.
by David Weinberger 2019
3.78
202 ratings
Neural Networks, Fuzzy Logic And Genetic Algorithms
by S. Rajasekaran • 2004
Soft computing's three pillars each have blind spots. This is how they fill each other's gaps.
4.21
151
Neural Networks, Fuzzy Logic And Genetic Algorithms Summary
Neural Networks, Fuzzy Logic And Genetic Algorithms 89%
Soft computing's three pillars each have blind spots. This is how they fill each other's gaps.
by S. Rajasekaran 2004
4.21
151 ratings
The Myth of Artificial Intelligence
by Erik J. Larson • 2021
Computers can't guess. That single limitation makes human-level AI a myth, not an inevitability.
3.96
935
The Myth of Artificial Intelligence Summary
The Myth of Artificial Intelligence 89%
Computers can't guess. That single limitation makes human-level AI a myth, not an inevitability.
by Erik J. Larson 2021
3.96
935 ratings
The Creativity Code
by Gore Alex • 2016
AI now paints, composes, and writes. What that reveals about human creativity is the real surprise.
3.50
6
The Creativity Code Summary
The Creativity Code 89%
AI now paints, composes, and writes. What that reveals about human creativity is the real surprise.
by Gore Alex 2016
3.50
6 ratings
The Science of Free Will
by Samir Varma • 2025
You can't predict your next thought. No computer can either. That's not a gap: it's free will.
3.35
17
The Science of Free Will Summary
The Science of Free Will 89%
You can't predict your next thought. No computer can either. That's not a gap: it's free will.
by Samir Varma 2025
3.35
17 ratings
Smarter Than You Think
by Clive Thompson • 2013
You plus a computer is smarter than either alone. The evidence is bigger than chess.
3.94
2k+
Smarter Than You Think Summary
Smarter Than You Think 89%
You plus a computer is smarter than either alone. The evidence is bigger than chess.
by Clive Thompson 2013
3.94
2k+ ratings
Too Big to Know
by David Weinberger • 2012
Knowledge on paper was settled and scarce. Online, it is abundant, linked, and never finished.
3.80
2k+
Too Big to Know Summary
Too Big to Know 89%
Knowledge on paper was settled and scarce. Online, it is abundant, linked, and never finished.
by David Weinberger 2012
3.80
2k+ ratings
A Thousand Brains
by Jeff Hawkins • 2021
Every cortical column in your brain learns a full model of the world. Then they vote.
4.05
7k+
A Thousand Brains Summary
A Thousand Brains 89%
Every cortical column in your brain learns a full model of the world. Then they vote.
by Jeff Hawkins 2021
4.05
7k+ ratings
The Master Algorithm
by Pedro Domingos • 2015
Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.
3.73
6k+
The Master Algorithm Summary
The Master Algorithm 89%
Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.
by Pedro Domingos 2015
3.73
6k+ ratings
Computing machinery and intelligence
by Alan M. Turing • 1950
Fool the interrogator through conversation alone, and the machine deserves to be called intelligent.
4.15
574
Computing machinery and intelligence Summary
Computing machinery and intelligence 89%
Fool the interrogator through conversation alone, and the machine deserves to be called intelligent.
by Alan M. Turing 1950
4.15
574 ratings
The Atomic Human
by Neil D. Lawrence • 2024
Bleeding, forgetting, doubting: these aren't bugs in the human system. They are the system.
3.41
197
The Atomic Human Summary
The Atomic Human 89%
Bleeding, forgetting, doubting: these aren't bugs in the human system. They are the system.
by Neil D. Lawrence 2024
3.41
197 ratings
The Brain
by David Eagleman • 2015
Your self is a construction rebuilt daily by a brain that will run on any hardware.
4.25
23k+
The Brain Summary
The Brain 89%
Your self is a construction rebuilt daily by a brain that will run on any hardware.
by David Eagleman 2015
4.25
23k+ ratings
Surfing Uncertainty
by Andy Clark • 2015
Reality is the brain's best guess, and action is how the body makes it come true.
4.09
381
Surfing Uncertainty Summary
Surfing Uncertainty 89%
Reality is the brain's best guess, and action is how the body makes it come true.
by Andy Clark 2015
4.09
381 ratings
Gödel, Escher, Bach
by Douglas R. Hofstadter • 1979
Gödel, Escher, Bach: three ways of drawing a loop, and one key to consciousness.
4.29
53k+
Gödel, Escher, Bach Summary
Gödel, Escher, Bach 89%
Gödel, Escher, Bach: three ways of drawing a loop, and one key to consciousness.
by Douglas R. Hofstadter 1979
4.29
53k+ ratings
Livewired
by David Eagleman • 2014
Half a brain runs a full life because idle neural real estate gets claimed immediately.
4.16
5k+
Livewired Summary
Livewired 89%
Half a brain runs a full life because idle neural real estate gets claimed immediately.
by David Eagleman 2014
4.16
5k+ ratings
Possible Minds
by John Brockman • 2019
Twenty-five thinkers on AI's biggest risks and the one design question that matters most.
3.77
837
Possible Minds Summary
Possible Minds 89%
Twenty-five thinkers on AI's biggest risks and the one design question that matters most.
by John Brockman 2019
3.77
837 ratings
You Are Not a Gadget
by Jaron Lanier • 2010
The internet reduces people to data points. The people who built it call that wisdom.
3.57
6k+
You Are Not a Gadget Summary
You Are Not a Gadget 89%
The internet reduces people to data points. The people who built it call that wisdom.
by Jaron Lanier 2010
3.57
6k+ ratings
These Strange New Minds
by Christopher Summerfield • 2025
Teach a machine to predict the next word. Eventually it reasons. Now it's learning to act.
4.10
339
These Strange New Minds Summary
These Strange New Minds 89%
Teach a machine to predict the next word. Eventually it reasons. Now it's learning to act.
by Christopher Summerfield 2025
4.10
339 ratings
The Alignment Problem
by Brian Christian • 2020
AI learns our blind spots along with our data. Correcting that is the central problem in computing.
4.34
5k+
The Alignment Problem Summary
The Alignment Problem 89%
AI learns our blind spots along with our data. Correcting that is the central problem in computing.
by Brian Christian 2020
4.34
5k+ ratings
The Mind’s I
by Douglas R. Hofstadter • 1981
Borges, Turing, a headless mystic: the anthology where the self dissolves one essay at a time.
4.15
6k+
The Mind’s I Summary
The Mind’s I 89%
Borges, Turing, a headless mystic: the anthology where the self dissolves one essay at a time.
by Douglas R. Hofstadter 1981
4.15
6k+ ratings
Algorithms Are Not Enough
by Herbert L. Roitblat • 2020
Specialized AI thrives in boxes we design. A thinking machine must build its own.
4.00
23
Algorithms Are Not Enough Summary
Algorithms Are Not Enough 89%
Specialized AI thrives in boxes we design. A thinking machine must build its own.
by Herbert L. Roitblat 2020
4.00
23 ratings
El Sentido De Lo Humano
by Humberto R. Maturana • 2008
Reality is built through conversation, not found. Denying love causes most human suffering.
4.26
108
El Sentido De Lo Humano Summary
El Sentido De Lo Humano 89%
Reality is built through conversation, not found. Denying love causes most human suffering.
by Humberto R. Maturana 2008
4.26
108 ratings
The Experience Machine
by Andy Clark • 2023
Your brain guesses reality instead of recording it, and the mismatch shapes everything.
3.91
1k+
The Experience Machine Summary
The Experience Machine 89%
Your brain guesses reality instead of recording it, and the mismatch shapes everything.
by Andy Clark 2023
3.91
1k+ ratings
The Book of Minds
by Philip Ball • 2022
Intelligence is not a yes-or-no question. It is a landscape, and humans occupy a single coordinate.
3.95
210
The Book of Minds Summary
The Book of Minds 89%
Intelligence is not a yes-or-no question. It is a landscape, and humans occupy a single coordinate.
by Philip Ball 2022
3.95
210 ratings
Phi
by Giulio Tononi • 2012
How to measure a soul: why a camera distinguishes more than a brain, yet cannot see.
3.89
944
Phi Summary
Phi 89%
How to measure a soul: why a camera distinguishes more than a brain, yet cannot see.
by Giulio Tononi 2012
3.89
944 ratings
The Future of the Brain
by Gary F. Marcus • 2014
The brain's future, mapped by neuroscientists building it: from gene to circuit to consciousness
3.70
210
The Future of the Brain Summary
The Future of the Brain 89%
The brain's future, mapped by neuroscientists building it: from gene to circuit to consciousness
by Gary F. Marcus 2014
3.70
210 ratings
Minds, Brains and Science
by John Rogers Searle • 1984
Consciousness is biological, not computational. That is why no program will ever think.
3.76
626
Minds, Brains and Science Summary
Minds, Brains and Science 89%
Consciousness is biological, not computational. That is why no program will ever think.
by John Rogers Searle 1984
3.76
626 ratings
What to Think About Machines That Think
by John Brockman • 2015
The real threat isn't machines that outthink us. It's handing control to machines that can't think.
3.37
571
What to Think About Machines That Think Summary
What to Think About Machines That Think 89%
The real threat isn't machines that outthink us. It's handing control to machines that can't think.
by John Brockman 2015
3.37
571 ratings
A Brief History of Artificial Intelligence
by Michael Wooldridge • 2021
AI has overpromised for decades. Deep learning is different, but not how most think.
3.87
555
A Brief History of Artificial Intelligence Summary
A Brief History of Artificial Intelligence 89%
AI has overpromised for decades. Deep learning is different, but not how most think.
by Michael Wooldridge 2021
3.87
555 ratings
The Fabric of Reality
by David Deutsch • 1996
Quantum interference reveals other universes touching ours; the multiverse is not optional.
4.14
6k+
The Fabric of Reality Summary
The Fabric of Reality 89%
Quantum interference reveals other universes touching ours; the multiverse is not optional.
by David Deutsch 1996
4.14
6k+ ratings
Artificial Intelligence
by Melanie Mitchell • 2019
Chess champion AI still can't reason like a toddler. The true barrier to general intelligence.
4.33
4k+
Artificial Intelligence Summary
Artificial Intelligence 89%
Chess champion AI still can't reason like a toddler. The true barrier to general intelligence.
by Melanie Mitchell 2019
4.33
4k+ ratings
Geek Sublime
by Vikram Chandra • 2013
Why great code feels elegant: the answer may lie in ancient Indian aesthetics, not algorithms.
3.28
1k+
Geek Sublime Summary
Geek Sublime 89%
Why great code feels elegant: the answer may lie in ancient Indian aesthetics, not algorithms.
by Vikram Chandra 2013
3.28
1k+ ratings
The Age of Spiritual Machines
by Ray Kurzweil • 1998
Exponential growth puts thinking machines in our future; the only question is what we become after.
3.89
5k+
The Age of Spiritual Machines Summary
The Age of Spiritual Machines 89%
Exponential growth puts thinking machines in our future; the only question is what we become after.
by Ray Kurzweil 1998
3.89
5k+ ratings
Impromptu
by Reid Hoffman • 2023
AI won't replace you. But someone using it will. The solo thinker era is ending.
3.77
782
Impromptu Summary
Impromptu 89%
AI won't replace you. But someone using it will. The solo thinker era is ending.
by Reid Hoffman 2023
3.77
782 ratings
Buddhist Biology
by David Philip Barash • 2013
Buddhism saw it first, biology confirms: the self is a process, not a thing.
3.80
108
Buddhist Biology Summary
Buddhist Biology 89%
Buddhism saw it first, biology confirms: the self is a process, not a thing.
by David Philip Barash 2013
3.80
108 ratings
A God That Could be Real
by Nancy Ellen Abrams • 2015
What if God isn't a creator but a creation, emerging from collective human consciousness right now?
3.71
276
A God That Could be Real Summary
A God That Could be Real 89%
What if God isn't a creator but a creation, emerging from collective human consciousness right now?
by Nancy Ellen Abrams 2015
3.71
276 ratings
The Singularity Is Near
by Ray Kurzweil • 2005
Progress doubles, then doubles again. Sometime around 2045, human biology becomes optional.
3.93
13k+
The Singularity Is Near Summary
The Singularity Is Near 89%
Progress doubles, then doubles again. Sometime around 2045, human biology becomes optional.
by Ray Kurzweil 2005
3.93
13k+ ratings
God, Human, Animal, Machine
by Meghan O'Gieblyn • 2021
We swapped God for AI. A former fundamentalist finds the old religion hiding in our machines.
4.23
4k+
God, Human, Animal, Machine Summary
God, Human, Animal, Machine 89%
We swapped God for AI. A former fundamentalist finds the old religion hiding in our machines.
by Meghan O'Gieblyn 2021
4.23
4k+ ratings
The Inevitable
by Kevin Kelly • 2016
Twelve forces are bending civilization in one direction, and we have just left the gate.
3.89
12k+
The Inevitable Summary
The Inevitable 89%
Twelve forces are bending civilization in one direction, and we have just left the gate.
by Kevin Kelly 2016
3.89
12k+ ratings
The True Creator of Everything
by Miguel Nicolelis • 2020
The human brain does not discover reality; it builds it, from physics to gods.
3.87
163
The True Creator of Everything Summary
The True Creator of Everything 89%
The human brain does not discover reality; it builds it, from physics to gods.
by Miguel Nicolelis 2020
3.87
163 ratings
Computer Power and Human Reason
by Joseph Weizenbaum • 1976
The computer's greatest danger isn't outthinking us; it's that we'll remake ourselves in its image.
4.31
294
Computer Power and Human Reason Summary
Computer Power and Human Reason 89%
The computer's greatest danger isn't outthinking us; it's that we'll remake ourselves in its image.
by Joseph Weizenbaum 1976
4.31
294 ratings
Wider Than the Sky
by Gerald M. Edelman • 2004
The mind is not a program. Consciousness is built by neural selection, not by running code.
3.65
421
Wider Than the Sky Summary
Wider Than the Sky 89%
The mind is not a program. Consciousness is built by neural selection, not by running code.
by Gerald M. Edelman 2004
3.65
421 ratings
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