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Deep Learning Patterns, Methodology and Strategy
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A New Capability Maturity Model for Deep Learning
A New Capability Maturity Model for Deep Learning
How can we understand progress in Deep Learning without a map? I created one such map a couple years ago, but this map needs a drastic…
Carlos E. Perez
Jul 28, 2018
Introducing the Deep Learning AI Canvas
Introducing the Deep Learning AI Canvas
One of the big mysteries of Deep Learning is, how do we apply this disruptive new AI technology to improving our businesses? There are…
Carlos E. Perez
Apr 8, 2017
How Human and Deep Learning Perception are Very Different
How Human and Deep Learning Perception are Very Different
How do we perceive the world? To understand this, let us explore how we incorrectly perceive the world. The ‘glitches in the matrix’ shall…
Carlos E. Perez
Apr 8, 2018
Latest
The Language-Turn Metaphor and AGI
The Language-Turn Metaphor and AGI
The term linear in the traditions of mathematical programming and hence machine learning doesn’t have the same meaning as linear in the…
Carlos E. Perez
Mar 12
Anatomy of a Viral Illusion
Anatomy of a Viral Illusion
Permit me to explain why your brain is flipping its interpretation of the image. For starters, human vision acts very similarly to touch.
Carlos E. Perez
Mar 10
Symbolic Emergence
Symbolic Emergence
Thrilled today to have anticipated around two years prior a paper that DeepMind just released. This is validatation that my approach to…
Carlos E. Perez
Feb 19
What is an Inductive Bias?
What is an Inductive Bias?
Nice to discover Judea Pearl ask a fundamental question. What’s an ‘inductive bias’? Pearl tweets:
Carlos E. Perez
Feb 15
The Bongard Problem and Inductive Biases
The Bongard Problem and Inductive Biases
Do you think fractals (i.e. iterative and self-similarity) are weird? Well, it isn’t as weird as biological iterative processes.
Carlos E. Perez
Feb 7
Cognition as Unconscious Constraint Satisfaction
Cognition as Unconscious Constraint Satisfaction
Does anyone ever become conscious of how they know how to ride a bicycle? Have you ever tried explaining to a child how to ride a bicycle…
Carlos E. Perez
Feb 3
Strange Inversion and Symmetry Breaking
Strange Inversion and Symmetry Breaking
Daniel Dennett describes symmetry breaking using the neologism ‘strange inversion of reasoning’. He describes theories from Darwin, Turing…
Carlos E. Perez
Feb 1
Consciousness and Homeostasis
Consciousness and Homeostasis
Damasio in his book ‘The Strange Order of Things’ argues that the core of condition lies in homeostasis. I agree with this generalization…
Carlos E. Perez
Jan 30
Gamestop, Transparency and the Promise of Decentralized Finance (DeFi)
Gamestop, Transparency and the Promise of Decentralized Finance (DeFi)
The interview with CNBC of @chamath is a much watch because there is so much insight hidden underneath.
Carlos E. Perez
Jan 28
Constructivism and Exponential AI Growth
Constructivism and Exponential AI Growth
Constructivism is perhaps the most important idea that will shape the future of humanity. The ills of society are a consequence of the…
Carlos E. Perez
Jan 27
Why Reality is Strange
Why Reality is Strange
Human intuition sees reality through a deceptive lens. A lens that is biased to seek objects rather than noticing processes. Modern…
Carlos E. Perez
Jan 26
Genes are to Evolution, Memes are to Culture, Dicenes are to Brains
Genes are to Evolution, Memes are to Culture, Dicenes are to Brains
Open-ended generative processes like evolution and human culture have a thing that is replicated and propagated by the process. For…
Carlos E. Perez
Jan 14
The Empathic Mind versus the Symbolic Mind
The Empathic Mind versus the Symbolic Mind
It is astonishing that most of cognitive science ignores an obvious reality. That there are two kinds of humans.
Carlos E. Perez
Jan 13
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