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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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A.I. for Thinking Harder and not Thinking Easier
A.I. for Thinking Harder and not Thinking Easier
Steve Jobs has this analogy that computers are bicycles of the mind.
Carlos E. Perez
May 1
Crossing the Rubicon with AI Weapons
Crossing the Rubicon with AI Weapons
Growing up, I was always fascinated with the problem of how NATO forces could win against masses of armor from the Warsaw pact. There was…
Carlos E. Perez
May 1
Why Biology is Pair Programming at Scale
Why Biology is Pair Programming at Scale
Are all robust development processes in biology a consequence of a kind of ‘pair programming’?
Carlos E. Perez
Apr 29
Darwinian Selection in Information Space
Darwinian Selection in Information Space
There’s a wrong idea floating out there that bad concepts are selected out in the information space. This isn’t how it works! Ideas are…
Carlos E. Perez
Apr 28
Defining Artificial Fluent Systems
Defining Artificial Fluent Systems
We need a new term to describe systems like GPT-3, DALL-E-2 and PaLM. I propose to call them “artificial fluent” systems. An artificial…
Carlos E. Perez
Apr 28
The Importance of Meta-Conceptual Frameworks
The Importance of Meta-Conceptual Frameworks
Meta-conceptual frameworks like category theory, constructor theory, Peircian speculative grammar are emerging all ways to formalize…
Carlos E. Perez
Feb 6
Category Error and Dissimilarity in General Intelligence
Category Error and Dissimilarity in General Intelligence
A key algorithm for general intelligence is a compensation mechanism for category error. This is because anything that learns must…
Carlos E. Perez
Feb 6
How the Misuse of Symbols Lead to the Paradoxes of Consciousness and Free Will
How the Misuse of Symbols Lead to the Paradoxes of Consciousness and Free Will
Every living being experiences reality through models that they’ve conjured up for themselves. They are all wrong, but they are useful for…
Carlos E. Perez
Feb 6
Complexity and the Endless Combination of Rewrite Machines
Complexity and the Endless Combination of Rewrite Machines
Have you observed your world recently and realized that there is a multitude of thingamajigs that makes events more likely without…
Carlos E. Perez
Feb 4
The Two Requirements for Complex Innovation
The Two Requirements for Complex Innovation
Do you not find it mindbending that digital information technology was invented by man in the late 1940s, yet the basis of all of life…
Carlos E. Perez
Feb 4
The Essential Ingredient for General Intelligence
The Essential Ingredient for General Intelligence
An essential ingredient to achieve general intelligence is that it must be grown into this world and not manufactured into this world…
Carlos E. Perez
Feb 4
What Does a Triadic Self Feel Like?
What Does a Triadic Self Feel Like?
In Apple’s rendition of Asimov’s Foundation, the empire is ruled by 3 clones of the same original ruler. These clones are at different ages…
Carlos E. Perez
Oct 12, 2021
Complexity, Human Alignment and the Evolution of AI
Complexity, Human Alignment and the Evolution of AI
The evolution of software development can be understood from the reference frame of attempts to manage complexity.
Carlos E. Perez
Aug 11, 2021
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