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AGI-X0

Named for a lack of a name. Is not an AGI because a lot of things are missing.

Not that Utterly broken anymore.

The so called Development cycle crisis out of a cycle of 3 months hibernation followed by some activity spike (depressing indeed).

Implemented

Artificial Intelligence

Self delimiting Neural Network (SLIM-RNN) invented by Jürgen Schmidhuber

SLIM-RNN

  • Turing complete RNN

Artificial General Intelligence'ish

Powerplay

Powerplay invented by Jürgen Schmidhuber.

  • RL framework for agents and components

ALS

Adaptive Levin Search

  • with a VM for simple Operations
  • Propabilities of instructions are learned

"Pattern" based representation and matching

Pattern

  • Uniform way to store and manipulate structural data
  • Built with explicit semi functional constructs for simple automated generation and dynamic rewriting of code
  • Inspired by the representations and matching mechanisms in Ikon FLux 2.0 and replicode

Low level

x86 representation and superoptimizer

Superoptimizer

  • based on levin search
  • explicit x86 representation to allow for later translation/optimization of generated code to x86 assembler
  • Warning : takes a lot of computational effort to enumerate the shortest/best version
  • Warning : Immature, only a few (interesting) instructions implemented

TODO

  • CausalReasoningSystem
  • pull in more code
  • pull in code/write code for the various NN types + hofstadter networks

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