Human inventiveness can do more than it seems.

In 1915, the world seemed to be reaching an unsustainable limit. The horse population in the US reached its historic peak: there were over 21 million animals consuming, each, about 4 tons of grain and alfalfa per year. At the time, approximately one-third of all North American arable land was dedicated exclusively to feeding these animals.

Agriculture and transportation vitally depended on quadrupeds. Without horses to pull plows and transport goods, large-scale farming was unviable, and without it, it seemed impossible to feed a world population that was already brushing against the 2-billion mark. It looked like the prophecy of economist Thomas Malthus, made back in 1798, was coming true: the Earth would not have the physical conditions to support human expansion.
As you might assume, oil, trucks, tractors, and automobiles corrected this course.

Today, we want to talk about the energy "unviability" of AI expansion. "The invisible wall!"

We only want to state that human knowledge is something measurable and limited. But human creativity knows no such limiting frameworks. Here we present one small further step along the path of computational and energy reduction, maintaining the same or better processing and response efficiency. The Hy Mad architecture (High-yield Minimal-action Device).

We are sincere in admitting this humble step... We cannot predict the creative capacity of human beings now and in the future... We only venture to say that it is, and always will be, surprising.

Our moment is one of searching for partnerships. We have proven through rigorous testing the functioning of our algorithm. To expand testing and reach all possible applications, we await your contact.