Machine, AI and Robotic Workforce Labor Conversion “Must Work for Food” -Ending slave labor and Upskilling Human Labor Force in the New Economy
- One
- Jan 31
- 6 min read
As we continue to develop AI and machine force in the place of labor, we should device a strategy and plan for conversion.
Human civilization for thousands of years has had a harsh ground to overcome. Our civilization and people have worked, slaved and labored for centuries. We have to work for food to survive. The problem is, machines and AI, don’t.
With the advent of AI in the labor force, we must apply a conversion factor that says mechanical force must produce an equivalent output for food, water, utilities, transportation, clothing like people. One ideas is free gardening kits for every household and communities, as well as free renewable local sustainable energy systems as part of a built in conversion to cover the cost of living that a person doing the same work would require. Here we leverage new technology and rather than let us empale us, we intelligently design it with a plan that works. This is applied to offset the cost of living for human labor force that mechanical force does not have to consider to do the same job. Because machines don’t have to pay for housing, food, water, clothes, transportation, healthcare and so on, we apply the conversion factor that imposes this through fulfillment in workload.
Machine Force Must “ Will Work For Food”
Exploiting all potential mechanical force for delivery of free food systems and energy systems
Ensuring that AI is not skipping an important socioeconomic level that the human race has had to go through. This enables a safe environment for human development where people are not directly competing with technology, and that technology can then compete in the slave and cheap labor category instead, leveraging model for maximum return by
Ensuring that people are part of the planning for labor transition to AI
Compete with cheap labor force overseas directly with technology, AI labor force at home.
Material consumption is fast becoming a problem for a positive sustainable future. Lessening environmental impact, increasing social progress and increasing fair economic development are ideals of our human civilization. A future we can depend on that we have invested in preserving and being part of that journey that takes us there.
The reality is that we can’t claim to be a free and democratic nation competing in the global arena when the global arena includes parts of the world where child labor, slave labor, and other exploitation of human labor is acceptable. That would mean we are competing to be as cheap and fast as slave labor, which would also suggest that we would have a very hard time ever achieving an overall better standard of quality of life for the average and low-income person. A world pushing us to buy and consume tens and dozens of products, which we have come to associate with as a comforting better quality of life, while deepening the wealth gap and increasing dependence on cheap labor, needless to mention the piles of refuse, trash, waste, and filth washed up on beach shores, peppering busy city street, and overrun landfills, loss of precious resources and the impact on nature and the environment. We find many American corporations exporting cheaper labor force to deliver on goods. The equation leaves us in a place where we will never break free from the inequality gap, suggesting even a deepening or permanence of the situation.
This model takes two dilemmas, the wage inequality and low labor wages that keep much of our society in a low-income bracket, and the onset of artificial intelligence and mechanical labor force replacing human labor force, as determines a purposeful plan of action to guide our human development towards a safer and better ground by planning for these AI and machine labor to replace slave labor, bring sustainable, local and on-demand production using standardized recycled materials, sourced within the region applying the principle for domestic production as a more sustainable practice, incorporating 3D instant manufacturing to replace old production methods for cheap consumer products. 3D instant production everywhere, commercial factories, local pharmacy, market and even at home instant materialization production. Using safer materials that are meant to be reused, synthesizing materials that are made from natural, safe or recycled materials and creating a standard for these materials.
Low-income is associated with poorer health conditions, higher mental health problems, food insecurity, hunger, drug and alcohol addiction, violence, lower educational attainment, higher incarceration rates, high incidence of disease and overall lesser quality of life.
AI replacing labor work force is another dilemma. In another chapter, I will discuss the Human to AI conversion factor necessary for us to develop these changes to transform what would be a negative human impact and create a positive transition to AI. There should be very deliberate steps into developing and implementing this idea.
Materials will be available for selection along with process through the Design Studio of the facility.
The premise is to elaborate a facility divided in three active parts which includes:
Corporate leases: Designed with the idea to bring parts and assembly for local, sustainable production pracitices, including closed loop standard recycled materials. Leases offered that include machine heads that can be standard or customized to fit inside each machine head for production and assembly line.
This model also reinforces objectives overseas through competitiveness in the area where cheap, fast production models are employed. Factory is maximized for mechanical force and machines to compete directly with the “slave labor” model, leveraging leading innovation in AI, ideally leading an advantage through replacement of cheap or low paying human labor force in this area, proactively replacing with machine labor while using the “upskilling through potential earnings” of the Foundation model for human labor force. Machine force can be maximized to work without constraints. Must employ “work for food” conversion and other human to AI work force conversion applications for sustainable methods of societal progress.
2) Active pursuit of replacing large contracts and PO’s of undesirable articles deemed through this model. Nuisance articles include overwhelming an individuals’ household or home with products that are contradictory to rigorous sustainable standards, progress and objectives, by replacing these with sustainble, local and on-demand facility production. Reducing and replacing through active Homeland efforts to pursue medium sized PO’s and inventory of nuisance items which create repetitive marketing and other subtle messaging in households, overwhelming a household with too many of a specific manufacturer not aligned with American standards. Ideally, an average household would have less than at least 50% if not 30% or less, nuisance items in their direct surroundings. This portion of the facility is dedicated to actively pursuing PO’s of nuisance articles and offering a reasonable and competitive Made in Instant Production replacement of the same items being delivered.
3) And finally, the third portion of the facility or model is dedicated to every American citizen and, small business, community to be able to design and order much like a Kinko’s model, any product or good Made in IP they want to buy in bulk for customized delivery of every type of product we can create. Selection of sustainable materials, process and order through online design shop.
The concept is a model with the vision of a self-sustaining model for security, economy, environmental and societal prosperity, and sustainable development for a bright future.
Material sourcing should be sustainably sourced from American processes, recycled materials, and eco-conscious sources.
Including high standards with state-of-the-art renewable energy systems for a carbon-neutral facility.
Leveraging conceptually, the first factory in one region of six is intended to create a locally produced, environmentally and socially responsible product.
Each production job will have a garden kit designed to utilize materials on the line and fit the specification of excess and refuse material and waste currently in production to maximize the potential of both energy and mechanical force through an alternating model and material excess or refuse from each job.
Part of a conversion payoff and a model for should have a garden at home that can produce and yield fruits, legumes, and vegetables for every household.
This facility and model is a high test and innovation facility, creating a seamless way to integrate new R&D products and materials for the market. Ideally, key materials and technology that are up to standard for the facility's zero to positive impact model can be used as part of materials and processes available for production. Technology and methods can be identified as part of a leading effort through the local R&D innovation field and proposed for the facility to leverage and utilize the most up-to-date technology and leading innovation.
Upskilling Labor Force
While we transition into an AI labor force, a comprehensive social plan is ideal for human prosperity.
Deliberate plans to promote people by investing in human capital growth of every individual.
Foundation Systems model for Upsklling in the Age of AI includes:
Potential Income is based on individual salary potential if working at their best potential employment.
Earned as passive income “potential,” which values the difference between the wages earned, i.e., $12/hr versus the ability to make more in a higher skilled occupation of their choosing, such as biologist.
These Foundry Earnings earned as passive income potential can be used for:
resources needed to earn productivity in the field includes;
education,
training,
wardrobe,
equipment,
child care,
transportation,
and other expenses to upskill and professional progress.
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