Hello,



More of my philosophy about copyright lawsuit that could shape the future of generative AI and more about artificial intelligence and more of my thoughts..

I am a white arab from Morocco, and i think i am smart since i have also invented many scalable algorithms and algorithms..


I invite you to read the following new interesting article:


This Copyright Lawsuit Could Shape the Future of Generative AI

Read more here:

https://www.wired.com/story/this-copyright-lawsuit-could-shape-the-future-of-generative-ai/


More of my philosophy about artificial intelligence and about automation and about how to boost productivity with artificial intelligence and more..


You can boost productivity with artificial intelligence by:

1- More accurate demand forecasting using AI and machine learning
2- Predictive maintenance
3- Hyper-personalized manufacturing
4- Optimizing manufacturing processes
5- Automated material procurement

Read more here carefully about those 5 ways artificial intelligence can boost productivity:

https://www.industryweek.com/technology-and-iiot/article/22025683/5-ways-artificial-intelligence-can-boost-productivity


And more of my philosophy about understanding K-means Clustering in Machine Learning and more..


I have just read about the K-means clustering algorithm, and i think
it is also for grouping similar data points together and discover underlying patterns, it is why it is used in machine learning, i have just quickly understood it, so i invite you to read about it in the following interesting article:

Understanding K-means Clustering in Machine Learning

https://towardsdatascience.com/understanding-k-means-clustering-in-machine-learning-6a6e67336aa1


And to be more smart, i invite you to look in the following at how K-means Clustering algorithm is used smartly in a delivery store optimization that optimizes the process of good delivery using truck drones by using a combination of k-means to find the
optimal number of launch locations and a genetic algorithm to solve the truck route as a traveling salesman problem. And here is a paper from the journal of industrial engineering and management on the subject, you have to read it carefully, since i have
read it and understood it and i think that i will implement it soon in Delphi and Freepascal:

Optimization of a Truck-drone in Tandem Delivery Network
Using K-means and Genetic Algorithm

https://upcommons.upc.edu/bitstream/handle/2117/88986/1929-8707-1-pb.pdf?sequence=1&isallowed=y

More of my philosophy about automation and about intelligent automation
and more of my thoughts..

"In recent decades, companies have used robotic process automation (RPA) as a way to streamline operations, reduce errors, and save money by automating routine business tasks, but now organizations are turning to intelligent automation to automate key
business processes to boost revenues, operate more efficiently, and deliver exceptional customer experiences. Intelligent automation is a smarter version of RPA that makes use of machine learning, artificial intelligence (AI) and cognitive technologies
such as natural language processing to handle more complex processes, guide better business decisions, and shed light on new opportunities."

Read more here:

https://www.computerworld.com/article/3680230/how-intelligent-automation-will-change-the-way-we-work.html


And look in the following interesting article about how AI will create millions more Jobs than it Will destroy:

https://singularityhub.com/2019/01/01/ai-will-create-millions-more-jobs-than-it-will-destroy-heres-how/

And following are some of the advantages of automation, read them carefully:

1. Automation is the key to the shorter workweek. Automation will allow
the average number of working hours per week to continue to decline,
thereby allowing greater leisure hours and a higher quality life.

2. Automation brings safer working conditions for the worker. Since
there is less direct physical participation by the worker in the
production process, there is less chance of personal injury to the worker.

3. Automated production results in lower prices and better products. It
has been estimated that the cost to machine one unit of product by
conventional general-purpose machine tools requiring human operators may
be 100 times the cost of manufacturing the same unit using automated mass-production techniques. The electronics industry offers many
examples of improvements in manufacturing technology that have
significantly reduced costs while increasing product value (e.g., colour
TV sets, stereo equipment, calculators, and computers).

4. The growth of the automation industry will itself provide employment opportunities. This has been especially true in the computer industry,
as the companies in this industry have grown (IBM, Digital Equipment
Corp., Honeywell, etc.), new jobs have been created.
These new jobs include not only workers directly employed by these
companies, but also computer programmers, systems engineers, and other
needed to use and operate the computers.

5. Automation is the only means of increasing standard of living. Only
through productivity increases brought about by new automated methods of production, it is possible to advance standard of living. Granting wage increases without a commensurate increase in productivity
will results in inflation. To afford a better society, it is a must to
increase productivity.

And McKinsey estimates that AI(Artificial intelligence) may deliver an additional economic output of around US$13 trillion by 2030, increasing global GDP by about 1.2 % annually. This will mainly come from substitution of labour by automation and
increased innovation in products and services.

Read more here:

https://www.europarl.europa.eu/RegData/etudes/BRIE/2019/637967/EPRS_BRI(2019)637967_EN.pdf


And read the following so that to know how people have to adapt
in Digital and AI literacy so that to be competitive:

"Digital and AI literacy is of utmost importance to help Canadian businesses scale and compete internationally. Investing in widespread digital and AI literacy for the entire population will increase domestic demand for technology and technology jobs. A
technologically literate population will create more data, which fuels AI and thus the data-driven economy as a whole. It is also necessary for workers to be able to upskill and re-skill in order to remain productive and competitive in an automated
workforce. Canadian businesses that adopt AI technology will save from lower production costs, have increased output, and be able to invest more. Increased revenue from this domestic demand, as well as Canada’s global reputation for responsible AI,
will help Canadian businesses scale globally and compete on the international level. Canada has a promising future in the data-driven economy, and strategic choices by policymakers are necessary to ensure that Canadians can benefit from an ethical and
thriving AI ecosystem."

Read more here:

Canada's Economic Future with Artificial Intelligence

https://www.kroegerpolicyreview.com/post/canada-s-economic-future-with-artificial-intelligence

And i invite you to read about the next revolution in the software industry that is called Machine programming in the following article:

https://venturebeat.com/2021/06/18/ai-weekly-the-promise-and-limitations-of-machine-programming-tools/


And read my philosophy about quantum computers and about technology in my following thoughts in the following web link:

https://groups.google.com/g/alt.culture.morocco/c/tQ0Cs6Nw1yc



Thank you,
Amine Moulay Ramdane.

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