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Synthetic Intelligence
Toward true human-like intelligence
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Synthetic Intelligence from Zero Principles
Synthetic Intelligence from Zero Principles
Human-level intelligence is still a castle in the sky for any established domain of research.
Synthetic Intelligence
Oct 24, 2019
Is AGI that complicated?
Is AGI that complicated?
To start with, here is an example of quite a simple problem, which is surprisingly hard for many people to solve.
Synthetic Intelligence
Jun 13, 2020
Action-first vs model-first
Action-first vs model-first
There is a broadly ignored aspect of reinforcement learning (or action-first approach in general): it’s fundamentally less efficient from…
Synthetic Intelligence
Mar 19, 2020
Why hybrid AI is evil
Why hybrid AI is evil
The connectionism vs symbolism seesaw naturally leads to the idea of hybrid AI: adding a symbolic layer on top of some deep learning to…
Synthetic Intelligence
Dec 30, 2019
Dialectic of AI: connectionism vs symbolism
Dialectic of AI: connectionism vs symbolism
The history of AI is a teeter-totter of symbolic versus connectionist approaches. What’s next?
Synthetic Intelligence
Dec 2, 2019
Intelligence vs Cognition
Intelligence vs Cognition
The definition of intelligence is very vague and controversial. Often it’s defined in the context of human or at least animal intelligence…
Synthetic Intelligence
Nov 22, 2019
Don’t mix Agency with Intelligence
Don’t mix Agency with Intelligence
There is a widespread opinion on the importance of agency for any kind of intelligence. There are many flavors of it: embodiment…
Synthetic Intelligence
Nov 15, 2019
Necessary and sufficient conditions for the cortex-like representation
Necessary and sufficient conditions for the cortex-like representation
This is a development of Synthetic Intelligence from Zero Principles from the perspective of the required for SI representation.
Synthetic Intelligence
Oct 31, 2019
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