Category: Lechuck

Optimization 2

Posted on by lechuck park

From Claude with some prompting
This image titled “Optimization II” illustrates the process of optimization between Supply and Usage. Here’s a comprehensive interpretation:

  1. The top shows a simple diagram depicting the basic relationship between Supply and Usage.
  2. The middle section presents graphs showing the fluctuations of Supply and Usage over time, comparing the states before and after optimization.
  3. The equation “Supply – Usage = Optimization Target” is provided, clearly defining the optimization goal.
  4. The bottom diagram illustrates the optimization process. It shows that optimization continues until the ‘Optimization Target Cost’ is less than the ‘Supply – Usage Cost’. This is to ensure that the cost of optimization doesn’t exceed the cost difference between supply and usage.
  5. The right-side graphs and explanation demonstrate that as the rate of change in usage increases (with high and low frequency), the need for optimization work becomes greater.
  6. The question “By What? By Manual? Software system?” is posed, prompting consideration of how to address this increased need for optimization – whether through manual processes or software systems.

Overall, this diagram emphasizes the importance of the optimization process between supply and usage, the efficiency of optimization costs, the increased need for optimization as usage patterns change, and the necessity to consider practical solutions for implementing these optimizations.

By Software System

Posted on by lechuck park

From Claude with some prompting
This image illustrates the improvement of work processes through a software system. It’s divided into two parts, with the left side showing manual work and the right side depicting work done through a software system.

Left side (Manual):

  1. Work: Represented by a wrench icon
  2. Process: Shown as a flowchart-like icon
  3. Stability and Efficiency are shown in a trade-off relationship with arrows

Right side (Software System):

  1. Automation: Depicted by a rotating gear icon
  2. Optimization: Represented by an ascending graph icon
  3. Long Jump: Shown with a clock and hourglass icon
    • Described as “Get great results over a long period of time”
  4. Both Stability and Efficiency are shown to increase with upward arrows

The image demonstrates that implementing a software system can simultaneously improve stability and efficiency, and through automation and optimization, achieve significant long-term results.

This diagram effectively contrasts the limitations of manual processes with the benefits of implementing a software system for work processes.

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.