System (Theory Structure)

The text explores the evolution of machines from passive tools to active agents, focusing on the issues of goal setting, evolutionary mechanisms and the transformation of the human-machine relationship.


Theme Selection

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Structure

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Context

Machines Among Us

  • Machine-Age → Human and Machine
  • How the paradigm of the relationship between humans and technology is changing
    • Example: Manifesto of Machinism
  • Relevance of the issue
  • Important moment in development
    • Questioning human concepts
    • Redefining definitions
    • New considerations of what it means to be human

Transformation

From Tools to Actors

  • Transition from perceiving machines as passive tools to active agents initiating their own behavior
  • "Agency"
    • Why is it relevant?

Alignment

Goal Problem

  • The problem of setting (alignment) goals for autonomous systems
    • How to ensure that machine agents fulfill the intentions of their creators
  • The difficulty of precisely defining goals and behavior rules to prevent undesirable, harmful consequences
  • External references:
    • Stuart Russell, Nick Bostrom
    • Golem
    • Maximizer

Evolution

Mechanisms by which autonomous systems acquire the ability to learn, adapt, and develop new behavior strategies

  • Evolutionary algorithms
  • Adaptation
    • Ability to learn
    • Experience, memory
  • External references:
    • Examples of self-learning systems
    • RL (Reinforcement Learning), Feedback

Embodiment

Development of machines → Embodied agents

  • Physical form
    • Transition from purely computational algorithms to their physical realization
    • Physically embodied systems (embodied agents)
  • Bridges:
    • "And what happens when these computational algorithms gain a physical form?"
    • "We perceive the world around us, and ourselves within it, with, through, and because of our living bodies."

Reflection

Open End – New Questions

  • Reflections and considerations of new questions associated with the development of autonomous machines and their connection to physical reality
  • Uncanny Valley
    • Empathy towards machines
    • Death → Mortal body of the machine
    • New kind

Future:

  • It will also develop according to the setting of goals and behavior in my installation...

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