Tag: complex

Many Simple with THE AI

Posted on by lechuck park

From Claude with some prompting
This image illustrates the concept of “Many Simple” and demonstrates how simple elements combine to create complexity.

  1. Top diagram:
    • “Simple”: Starts with a single “EASY” icon.
    • “Many Simple”: Shows multiple “EASY” icons grouped together.
    • “Complex”: Depicts a system of intricate gears and connections.
  2. Bottom diagram:
    • Shows the progression from “Many Easy Rules” to “Complex Rules”.
    • Centers around the concept of “Machine Learning Works”.
    • This is supported by “With Huge Data” and “With Super Infra”.

The image provides a simplified explanation of how machine learning operates. It visualizes the process of numerous simple rules being processed through massive amounts of data and powerful infrastructure to produce complex systems.

Simple & Complex

Posted on by lechuck park

This image illustrates the evolution of problem-solving approaches, contrasting traditional methods with modern AI-based solutions:

‘Before’ stage:

  1. Starts with Simple data
  2. Proceeds through Research
  3. Find out Rules with formula
  4. Resolves Complex problems

This process represents the traditional approach where humans collect simple data, conduct research, and discover rules to solve complex problems.

‘Now with AI Infra’ stage:

  1. Begins with Simple data
  2. Accumulates too much Simple data
  3. Utilizes Computing for big data and Computing AI
  4. Solves Complex problems by too much simple

This new process showcases a modern approach based on AI infrastructure. It involves analyzing vast amounts of simple data using computational power to address more evolved forms of complexity.

The ‘Complex Evolution’ arrow indicates that the level of complexity we can handle is evolving due to this shift in approach.

In essence, the image conveys that while the past relied on limited data to discover simple rules for solving complexity, the present leverages AI and big data to analyze enormous amounts of simple data, enabling us to tackle more sophisticated and complex problems. This shift represents a significant evolution in our problem-solving capabilities, allowing us to address complexities that were previously beyond our reach.