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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
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Mimetics is to Deep Learning as Memetics is to Deep Ingenuity
Mimetics is to Deep Learning as Memetics is to Deep Ingenuity
Erik Hoel (@erikhoel) wrote a wonderful essay (The Semantic Apocalypse) about the astonishing ability of Deep Learning human creativity…
Carlos E. Perez
Jan 16
Nano-Empathic Emergence — A Different Kind of Meta-Learning
Nano-Empathic Emergence — A Different Kind of Meta-Learning
Deep Learning researchers like to use the moniker ‘Meta Learning’ as a catch-all expression for “learning how to learn”. I’ve written…
Carlos E. Perez
Dec 30, 2019
How Reasoning Emerges from Intuition
How Reasoning Emerges from Intuition
Left unanswered is the question of how human reasoning emerges from an intuition machine.
Carlos E. Perez
Dec 28, 2019
Deep Learning and an Information Theory of Aging
Deep Learning and an Information Theory of Aging
By sheer serendipity, I stumbled upon David Sinclair (@davidasinclair) information theory of aging. Sinclair has spent his career in the…
Carlos E. Perez
Dec 21, 2019
Three Perspective Visual Illusion
Three Perspective Visual Illusion
Most illusions alternate between two different perspectives. Here’s one that has the unique characteristic that it alternates between…
Carlos E. Perez
Dec 8, 2019
The Illusion of Technological Permanence
The Illusion of Technological Permanence
Diminishing returns and R&D. Any new research field has a problem where low hanging fruit is picked first and those, who are first…
Carlos E. Perez
Dec 5, 2019
Discovering Innovative Deep Learning Solutions
Discovering Innovative Deep Learning Solutions
The first step in developing an AI solution is to first identify a customer’s needs. I’ve begun to use Wardley Maps in my analysis of…
Carlos E. Perez
Nov 18, 2019
Scaling to AGI via Selves and Conversations
Scaling to AGI via Selves and Conversations
The oddest thing about Artificial Neural Networks is that they actually work despite being based on a completely false model of a…
Carlos E. Perez
Nov 3, 2019
Humans are Empathy Machines
Humans are Empathy Machines
“We Are Not Thinking Machines. We Are Feeling Machines That Think.” — Antonio Damasio
Carlos E. Perez
Nov 3, 2019
In Search of a Universal Theory of Intelligence
In Search of a Universal Theory of Intelligence
Ricard Sole is wondering how biological brains can be compared with electronic computers. They are of course different, but he wonders how…
Carlos E. Perez
Oct 21, 2019
A New Information Theory of Consciousness and Motivation
A New Information Theory of Consciousness and Motivation
The folks at ARAYA in Japan have published a new theory of consciousness called Information Closure Theory (ICT) ( see…
Carlos E. Perez
Oct 8, 2019
Bridging the Semantic Gap via Symbol Detachment
Bridging the Semantic Gap via Symbol Detachment
In my previously described Capability Maturity Model for Deep Learning, I discussed hybrid systems at Level II. Dual Process (or Hybrid)…
Carlos E. Perez
Oct 7, 2019
The Surprising Origin of Conversational Cognition
The Surprising Origin of Conversational Cognition
There’s a long going conversation of whether human cognition is due to nature or nurture. I will argue here that the cognitive capability…
Carlos E. Perez
Oct 7, 2019
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