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AI Working Memory

Emulating the hardest working memory in the brain.

Keno Leon
10 min readDec 8, 2021

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As part of an upcoming book I am writing ( Part 2–3 of Conscious Artificial Intelligence ) I’ve slowly been recreating small artificial models of certain Neural Networks and Cognitive Abilities, the current plan is to create a simple consciousness analog down the line out of these parts, check these previous posts if you need some background:

Recreating Biological Short Term MemoryThe early consciousness of soundEngramsThe Problems With Artificial General IntelligenceSparse Hierarchical Distributed Invariant RepresentationsThe many things AI needs…Neural Synchronization in the brainHearing for robots and AIConscious Artifical Intelligence C.A.I. Foundations.

In this post we will go over Working Memory, which can be considered at the limits of current comercial AIs and future ones, in other words I’ve found that the hard problems of AI and AGI are easy to see ( but not solve ) once you get what working memory is doing and how we are emulating it, but more on that later, let’s start with a quick overview:

What is it ?

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