Wednesday, September 16, 2026

AI Model Training: Do No Harm

 


Introduces the "Do No Harm" principle as a vital ethical framework for training artificial intelligence within business operations. It argues that avoiding negative impacts on customers, suppliers, and employees requires more than just software guardrails; it necessitates a foundation of governed process data.

By using the Integrated Process Excellence (IPE) framework, organizations can ensure AI learns from documented standards rather than disorganized operational "exhaust." This structured approach involves six strategic steps to define, measure, and improve processes, transforming them into reliable training sets.

Ultimately, the text emphasizes that process governance is a prerequisite for responsible and effective AI deployment.

 

For the article:

https://drive.google.com/file/d/1Y91RBHaiP6co62KyawlBROqLwpyLCOvt/view

 

For the video:

https://youtu.be/FxFIQmshuSU

 

 

John Cachat

johncachat@ipe.services

www.ipe.services

 

 

Reference Material

 

Books on Amazon

https://www.amazon.com/stores/John-Cachat/author/B0G4NB66MD

 

LinkedIn Articles           

https://www.linkedin.com/in/johncachat/recent-activity/articles/

 

YouTube Videos

https://www.youtube.com/@ipeservices/videos

 


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