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Deep Learning Patterns, Methodology and Strategy
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Revisiting the AGI Capability Roadmap
Revisiting the AGI Capability Roadmap
Three years ago I proposed a deep learning capability maturity model (see: A New Capability Maturity Model for Deep Learning ). Today I…
Carlos E. Perez
Jul 10, 2021
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, 2021
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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The False Equivalence of Categorization as Thought
The False Equivalence of Categorization as Thought
The most glaring flaw of Deep Learning is masked because our entire society has been indoctrinated into an ontology based on substance…
Carlos E. Perez
Dec 12
The AI Teacher Student Distillation Experiment
The AI Teacher Student Distillation Experiment
Fade in:
Carlos E. Perez
Dec 12
How Time Travel Boostrapping Accelerates AGI Development
How Time Travel Boostrapping Accelerates AGI Development
For over four billion years, the global biosphere has been performing massive parallel computations that have ultimately led to the…
Carlos E. Perez
Dec 11
The Now or Never Nature of Human Thinking
The Now or Never Nature of Human Thinking
In my humble and somewhat comedic opinion, human cognition is a strange and wondrous thing! We are all equipped with a “now or never” form…
Carlos E. Perez
Dec 11
Disinformation and Paper-Clip Maximizers
Disinformation and Paper-Clip Maximizers
Cancer cells are our own cells that have become ineffective at sustaining the life of the entire body and instead have opted to prioritize…
Carlos E. Perez
Dec 11
Balancing AGI Pessimistic and Radical Views
Balancing AGI Pessimistic and Radical Views
Gary Marcus and Joscha Bach are both researchers in the field of artificial intelligence (AI), but they have different perspectives on the…
Carlos E. Perez
Dec 8
The Origin of Creativity: Rote Adaptiveness
The Origin of Creativity: Rote Adaptiveness
‘Rote Adaptiveness’, the capability of automatically being adaptive seems like an oxymoron and is also not as well investigated. But this…
Carlos E. Perez
Oct 17
The Futile Quest for Autonomous Intelligence
The Futile Quest for Autonomous Intelligence
Richard Sutton (of “The Bitter Lesson” fame) has a five to ten year plan for AI research The Alberta Plan for AI Research.
Carlos E. Perez
Oct 16
HiveMinds and Artificial Intelligence
HiveMinds and Artificial Intelligence
Today we are seeing a new kind of information medium that will radically change society. This medium involves the fusion of hivemind…
Carlos E. Perez
Oct 16
Retrospective from Deep Learning Predictions Made 4 Years Ago
Retrospective from Deep Learning Predictions Made 4 Years Ago
Progress in Deep Learning AI is very subtle, and it takes considerable effort to understand the trends. I used to come up with predictions…
Carlos E. Perez
Oct 16
Peirce’s Triadic Thinking on Discovery and Design
Peirce’s Triadic Thinking on Discovery and Design
It’s not obvious why C.S.Peirce’s triadic thinking has utility. The ordering of concepts in firstness, secondness, and thirdness explains…
Carlos E. Perez
Oct 16
Diffusion Models Are Like Episodic Memories
Diffusion Models Are Like Episodic Memories
Before humans invented computers, memory was already a metaphor. Memory is a process that is deeply embedded in our sense of being. It is…
Carlos E. Perez
Oct 16
The Limits of Human Understanding
The Limits of Human Understanding
Let’s explore the meaning of “understanding” that gets thrown around liberally in cognitive science. Let’s look at two mechanical systems…
Carlos E. Perez
Oct 15
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