@Pascal Pollack This is the reason,why I am pursuing the understanding of directing the AI,in the direction,my tokenization could afford.By no means am I as intellectual,as yourself,but what your video on the 50000 minds,reading your story,on computing capacity,with your father,and checking in 2022,you had a computer,that ran only on CPU,brings to my journey to stay ahead of life with AI FREE versions only,using GPT and ARENA against one other to create,my own LLM on an I3 Lenovo, of which i increased the ram 16gigs, i ran Ollama and Qwen 3.2 2b,originally it was a form to get out of my LABOR intense work,for me to create HOOKS and prompts,to sell to all the YouTubers in the world,only to realize,that my little engine,was not going anywhere,As an old retail manager,i used the AI Free models to help me create an OPS file ,with cash flow sheets,and eventually stock control spreadsheets,bear in mind that if you can software,you can integrate and it would make your work life easier,the Company would not spend a cent on anything extra,as i was Salary top heavy as they said,on many evening after trying to integrate PDF in excel sheet with free AI help,it would drop me,But i would eventually do the work and get the results,I left that job,to take on a new role as a manager,i implemented my CASHFLOW MANAGEMENT system,and my new employer thought that I was from another planet,I had a run with the LABOR DEPARTMENT,as the company was doing a manual time and attendance hand written sheet clocking in system,so with Free Gemini,Gpt and Claude,firstly with Gemini it wrote the script that i use in Google sheets,but eventually it lost its direction,and i jumped to GPT which also,got side track Claude was the kicker,I now have a live TIME and ATTENDANCE which its time stamped,and runs of the internet and can be integrated into What-app,but that means i would have to pay for API,and this is why this course,excites me,as the real power is in directing your AI into the fundamentals of the computer its self, I have now been offered a general management position in a Factory,that produce multiple food stuff,Pasta,chips ,energy drinks and biscuits,so my goal is to create my AI team that can assist me with all the weakness of the company to uplift all areas of the factory,my project is gonna be Agentic,with all the ideology of The Clief teachings.I am really sorry for the long message, from the comments i have read you a Super Intelligent People,all I want to share is my Drive for hard work and commitment,to improve the future of my son.