AI Non-Organic Evolution Process

A AI Non-Organic Evolution Process is an evolutionary process that involves artificial intelligence system evolving through non-biological mechanisms at accelerated timelines.

• AKA: Non-Organic AI Evolution, Artificial Evolution Process, Digital Evolution System, Synthetic Intelligence Evolution.
• Context:
  • It can typically proceed through Algorithmic Selection rather than natural selection.
  • It can typically achieve Capability Improvement via software updates and model retraining.
  • It can typically demonstrate Lamarckian Characteristics with acquired trait inheritance.
  • It can often exhibit Exponential Growth Patterns unlike biological evolution rates.
  • It can often enable Directed Evolution Paths through human design decisions.
  • It can often bypass Physical Constraints that limit organic evolution.
  • It can often produce Emergent Capabilitys through recursive self-improvement.
  • It can range from being a Supervised Evolution Process to being an Autonomous Evolution Process, depending on its human oversight level.
  • It can range from being a Incremental Capability Evolution to being a Discontinuous Intelligence Explosion, depending on its improvement rate.
  • It can range from being a Narrow AI Evolution to being a General AI Evolution, depending on its capability scope.
  • It can range from being a Competitive Evolution Process to being a Cooperative Evolution Process, depending on its selection pressure.
  • ...
• Examples:
  • Large Language Model Evolution, from GPT-2 to GPT-4 capabilities.
  • Genetic Algorithm Systems optimizing through artificial selection.
  • Neural Architecture Search discovering optimal network structures.
  • Reinforcement Learning Agents improving through self-play mechanisms.
  • AutoML Systems evolving model architectures automatically.
  • ...
• Counter-Examples:
  • Biological Evolution, which operates through genetic mutation and natural selection.
  • Cultural Evolution, which spreads through social transmission.
  • Static AI System, which maintains fixed capability without evolution.
• See: Artificial Intelligence Evolution, Recursive Self-Improvement, Intelligence Explosion, Technological Singularity, Machine Learning Optimization, Evolutionary Algorithm, Artificial Life, Digital Darwinism, Superintelligence Development, Non-Biological Intelligence.

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