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Building AI without a neural network

Dec 04, 2023 - hivekit.io
The article discusses the potential of using thinking systems, such as swarms, hives, and colonies, to solve complex problems that current AI models like GPTs are not equipped to handle. These systems, which rely on self-organization through simple rulesets and feedback loops, are capable of real-time problem solving in dynamic environments and spatial reasoning. The author argues that while humans have successfully utilized such systems in society, free market economies, and the internet, we have yet to apply them to our own operations in the physical world due to the lack of a communicative fabric.

To address this, the author introduces Hivekit, a tool designed to provide the necessary rulesets and communication to enable the emergence of higher-level behaviors and self-organization. Hivekit aims to connect millions of people, vehicles, machines, and data sources, visualizing them in a 3D digital twin and providing human operators with the tools they need to control their operation. The ultimate goal is to create a distributed spatial rules engine that can process large streams of spatial and machine data, execute instructions in real-time, and send events and actions, thereby unlocking the mechanism behind higher-level self-organization and emergence.

Key takeaways:

  • The article discusses the limitations of current AI systems, particularly GPTs, in addressing real-time problem solving in dynamic environments, understanding and reacting to current events or spatial reasoning and coordination in the physical world.
  • It suggests looking at natural and human systems like swarms, hives, colonies, societies, free market economies, and the internet as models for creating more effective thinking systems.
  • The article identifies the lack of a communicative fabric that allows for real time feedback loops as the main reason why we don't employ these systems in organizing ourselves.
  • Hivekit is presented as a solution to this problem, aiming to create a mechanism that enables this fabric, provides both rulesets and communication to enable the emergence of higher level behaviours and self organization.
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