Monday, July 13, 2020

What is Value?

  • Value is defined by the customer based on:
    • Is the customer perception of the usefulness of the given product or service
    • The necessity of the given product or service

Poka Yoke - Mistake Proofing

  • Japanese term for mistake proofing
  • Originally named Baka Yoke (Meaning Idiot - proofing), but later changed to the milder Poka Yoke :-)
  • Method to prevent errors
  • Formalised and adopted by Shigeo Shingo.
Examples of Poka Yoke



The Toyota Way

TPS is set of lean tools and techniques and the Toyota Way provides governing principles for TPS. 

The Toyota Way is a set of principles and behaviors that underlie the Toyota Motor Corporation's managerial approach and production system (Wikipedia).

14 Principles divided into 4 sections. 
  1. Long-Term Philosophy
  2. The Right Process Will Produce the Right Results
  3. Add Value to the Organization by Developing Your People
  4. Continuously Solving Root Problems Drives Organizational Learning




Muda, Muri, Mura


Autonomation vs. Automation

  • Autonomation (Jidoka), is applied to a machine with a built-in device for making judgments. In the case of Toyota, it was the power looms with a built-in mechanism that stopped the machine when the thread broke. 
  • Automation is applied to the machine as a whole that allows to "move" on its own. 

Visualizing Next Word Prediction - How to LLMs Work?

 https://bbycroft.net/llm