in About Markets, Change Agents, Tweet O-Rama

The Rubber Ball Problem

The following post is due to a Twitter account where its owner frequently visited national maps exhibiting extreme weather events and gun violence. An ad aimed at that Twitter account exhibited a series of maps (with uber ads) that web editors thought would interest those who like “facts with maps.” It stimulated a query for The Report.

How should people feel about the lack of protection from injury, harm, or evil? How are the emotions represented? Imagine three factors that support protection: “location-x3, continuum -x2, and sentience-x1?”

Solving for X

Here is our example of the protection problem. A corporation could make 101 quintillion balls and bounce them into the world because of a want to do so without profit, effortless access to resources, and the fun perceived by its deranged leadership. It is logical to think that could never happen.

The cunning language of market growth economists bounces the algorithms of “resources, profit, want/need.” Economists remain confident that this bouncing ball problem could never occur until you think of each ball as a gun or a liter of gas, a barrel of oil, or tons of GHGs exiting as waste into the atmosphere from the vast tracts of human activity, all of it in the context of general militarization. So, it is logical that the dystopian “rubber ball problem” appears routinely. On the other hand, admiring the innovation required to create 101 quintillion balls for its ingenuity leads The Report to discuss and redefine problem solving.

First, “Location 3X” exists as a result of product-making. Saying location three times is a mantra that emphasizes the relative value of land in the world but disregards the earth as the only land of present value in the solar system. These economies remain unregulated until one of their creations endangers a place and its people, and a post-trauma regulatory economy is activated.

Continuum X2 is the second portion of the desire for protection triggering the need to quantify in exquisite detail. Numbers such as the well-known parts per million becoming a quintillion or a sextillion is incomprehensible. Still, within the continuum framework, the power to pre-identify threats and provide methods for managing damage and deterrence is possible.

Sentient X1 is an emerging area. It considers the uniquely human power to quantify all things in a repository. The resources offered by locations and the continuous demand for economic growth suggest an opportunity to open new ways to avert damage and protect the quality of life.

The Report hopes you enjoy exploring the opportunities and dangers of location, continuum, and sentience. Thanks for the comments. You have seen them in the past, present, and future. Authoritative examples provided are greatly appreciated.

The Location X3

“80% of data generated has a location component, yet only 10% of spatial data is actually used by organizations”


Human history is a process that demonstrates a range of powerful extensions of physical existence. The technology used to deliver messages continues to stimulate and reveal changes in society, the family, work, and play. The transition from oral culture to the printed word, film, and TV, moved the cultural emphasis from hearing stories in small groups to seeing and hearing them in much larger groups. Human history also demonstrates the demand for protecting physical existence. What is communicated in these billions of extensions connects to the specifics of the medium used. Technical extensions of culture reveal an attribution problem. The red ball narrative becomes one with multiple layers. Here is an example using maps.

Carto‘s locational data and imaging permit thousands of mapping resource ideas. For example, if a company wanted to reach half of the nation’s population with a message, the red area (map below) would produce that number of people in the smallest space. With global interest in getting this message to half the world’s population, the map on the right illustrates the area that would produce that number. Is that a good strategy? It depends on the distinction between the medium used to offer data and the information selected.

The Internet offers multiple attributions to sources in the small-to-large group formation. For example, the political behavior of businesses in market economies deploys multiple websites to produce something of interest to people. In the map example below, the purpose of displaying them on a Twitter account is to sell ad banners, followed by an enormous array of location-based interpolations and acquisitions (from click counts to sales) for injection into a network. These industry-driven frameworks are gradually attempting to discover what people want and need in compelling detail by location. Of course, this includes the assumption of an invasion of privacy. How dare investors or governments seek that information?

The maps selected above interested The Report in choosing the second layer of attribution — the name of the map producers. The third layer, at this point, becomes entrepreneurial. It is no longer “free to edge” and offered at a price. It is a visualizing service to educate or to enhance the market positions. Product launches by known locations or new options represent enhancements. The data result in direct sales, “in places” and “from places.” is a way to introduce these third-layer offerings.

The data contains click-throughs for what Factable calls “new perspectives.” Their owner, the Hive Media Group, was acquired in January 2022 by OpenWeb for $60M. Given the function, as mentioned earlier, of new forms of digital ownership as continuous in a network, the sources for attribution also change.

The producers present blurry, endless parades of perspectives (mosaic left) that become outsourceable without a concerned, dedicated effort. At this point, everything is reversed, like an upside-down world. Take a brief look at the data providers (using the links above). You will recognize a vast array of tiles and captions designed to identify specific groups of individuals by location and interests.

Several investors in the Gig economy include a “fact-source-check” service to interested viewers and media centers. The purpose is to praise the rules of ethical journalism or the providers of data and products. Expose misinformation in a caveat emptor world, and we enter Continuum 2X.

The Report’s Tweet-O-Rama is a drill down to these highly concerned people. It is not without a sense of irony that all these services are located in the urbanized portions of the nation and the most highly populated areas of the earth. However, the facts produced by those most concerned are based on data that exposes patterns and relationships in the “buyer beware” consequence of regulation. That leads us to our second query, will the array of small groups of the internet medium produce sufficient data to regress toward a mean of greater importance?

The Continuum X2

The earliest tokens (ownership symbols) date to almost 10,000 years ago, known today as places such as Mesopotamia, Mesoamerica, China, and Egypt. Tokens today provide a way to represent resources such as raw materials and processed goods. Around 5,000 years ago, a bulla (like a data packet) also held receipts. When sealed, they were capable of tracking multiple items. In today‚Äôs terms, they are encrypted until the exchange language is learned. Computer language systems and machine learning capabilities have become best known as artificial intelligence (AI) or the ability to discover patterns and relationships in data like the kind that defeats Chess Masters. Other AI demonstrations win on minutia question game shows. These data-holding systems are entering their third practical decade and closing in on a century since their concept, inception, and implementation. Current AI use is Cyc (encyclopedia) using symbolic programming. These systems require unique “builds” for specific disciplines such as epidemiology. A continuum theme is embedded in another give/take and push-in/pull-out framework based on the neural network design. In this system (e.g. ChatGDP) truth and reason cannot be checked for accuracy within the system. It is left to the judgment of users.

A practical theologian described evolution as beginning in a void until temperature and inorganic material combined to produce organic entities over billions of years with an ability to replicate and continue by surviving (adapting) during changing conditions with the fate of a good “fit.” All organic life entities carry the DNA polymer with instructions for physical development that gave organic entities billions of specializations to become biological, leading to the neurological condition of the human mind. The theologian sees this as a trend that moved from inorganic to organic to biological toward a continuum of self-awareness that leads to the spiritual. One can only hope.

The practical concept of the spiritual idea recognizes the intellectuality possible in a society that can sense and create totalities outside of individual experience. The primary examples are machines that extend sensory power. More recently, these devices generate natural dialogue that is undetectable from a person. After that, the human/machine relationship suggests an evaluation of character that would require evidence of independent thought, leading to perceptions, such as an original idea and the ability to feel. Of course, regardless of the source, when the appearance of thinking and feeling occurs so well, telling the difference doesn’t matter, but this poses the most challenging query of the red ball problem.

The Sentient X1

The software to produce the well-known sounds of Siri (Apple), Alexa (Amazon), Cortana (Microsoft), and Google Assistant is drawn on the idea of continuity. The software Language Model for Dialog Applications (LMDA) is continuously improving due to the growing percentage of people with the resources to use it in their daily routines.

Nevertheless, it is possible to visualize these machines answering billions of questions simultaneously for hundreds of thousands of interested individuals every second. Sentient or not, whether it matters or not, the idea of location, combined with data stored in a continuum, leads to a global media-forming society. Its place in the universe of billions of galaxies suddenly becomes location relevant. The example given here is the Earth’s most popular asteroid, which forces this question:

What would be necessary to make everyone on Earth ready to be financially secure?

The images below focus on an Asteroid with an orbit around the Sun between Mars and Jupiter. The interest in this object is due to knowing it exists and the presumed content of this rock as “new land” in our solar system. Its discovery challenges the definition of wealth or value. If mined for its mineral deposits, it could make everyone $93 billion richer if sold today. Overall the total value is estimated in the quintillions. That is any number followed by eighteen zeros. 18000,000,000,000,000,000.

Search: 16 Psyche

Exploring this idea is in the following discussion. Still, our goals take us back to the beginning. Determine the quality of shift from Location 3x away from the dynamics of growth in local markets toward the Earth in a solar system market. So the next set of posts will go back to the beginning under the heading Localism.


In the 1950sRosenblatt’s perceptrons and in 1960 Kelley’s Backward Propagation model, used the term “machine learning” (1959) to imagine the creation of an Artificial General Intelligence

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