Check out my book!

Dust In My Eyes
McClure, Christopher P.
Showing posts with label data. Show all posts
Showing posts with label data. Show all posts

Wednesday, June 3, 2026

 AI-driven Dreaming

This morning I awoke from a dream that seemed to be lengthy and intense.  It was as though I was having a long conversation with an expert who was explaining something to me.  He was explaining that we are in a state of electronic warfare on a global scale and went on to describe the various ways that it was playing out and affecting all of us.

We discussed things like isolation from the Internet, shielding of sensitive computer hardware and we talked about AI data centers.  I got the sense that those AI data centers are the weapons of the next phase of the war.  Some will be defensive and some offensive in nature.  They are mostly being located in rural areas due to the threat of conventional or nuclear weapons against them.  Those locations expose smaller segments of the population to the potential collateral damage.

It was just a dream.  It was my mind attempting to make sense of the random information with which we are daily bombarded.  It was a dream that makes sense in the light of day.  Many dreams don't.

As I have mentioned many times, I enjoy dreams and look forward to them.  I believe our minds often do their best work while we dream.  I believe we all dream but some are more tuned to those dreams than others.  Even our dog dreams as he lies down in some of the strangest places.  I wish I could go to sleep and dream as easily as he does.



Saturday, July 6, 2019

Ancient Knowledge, Big Data and Robotics in Agriculture


I think we all should be concerned about the loss of genetic diversity in agriculture.  The photo above was taken several years ago as I was crossing the Oklahoma Panhandle.  I stopped because it was an exceptional group of cattle and they weren't black.

There are several reasons the cattle industry has become dominated by black cattle -- notice that I say black and not Angus.  One is that Certified Angus Beef has done an amazing job at promoting the quality characteristics of the beef produced from Angus cattle.  A second is that the Angus breed truly does typically marble more easily and therefore, the beef is more flavorful and tender.  Because the market favors those characteristics, ranchers are often paid more for black-hided cattle that exhibit the phenotypic Angus traits.  Less profitable breeds tend to fade away, or become extremely small niche opportunities for breeders seeking uniqueness and finding profit in a boutique market -- or the they find more effective ways to market their product.

The same thing has happened in almost every aspect of agriculture.  We now see only a few basic types of most species dominating their market -- whether it be corn, soybeans, fruits, vegetables, pigs, chickens, or whatever.  Agriculture moves toward the most profitable.

The narrowing of the gene pool comes at a price.  Along with more productivity based on market-driven factors we often see susceptibility to disease or, weather-driven factors such as drought or extremely wet conditions.  That susceptibility adds to the use of chemicals, drugs, or other high-cost inputs to combat the problems.

A different approach, especially in countries that are less industrialized in their techniques, might be through the utilization of multiple strains of a plant across a field, or the varying of strains based on specific conditions unique to a location.  Ancient civilizations did this through a collective wisdom garnered through trial and error and close observation.  Today, with the information gathering capabilities we have, data banks could be designed with a focus on what I might term "species intelligence" that allows the farmer to better match genetics to current conditions of soil, weather and other factors at his specific location.

We need to re-think species diversity.  Uniformity is not always the answer.  We have moved that direction, to some extent at least, to accommodate industrialization of the farming processes.  It is easier to plant, cultivate and harvest the crop when it is uniform.  Varying species across a field would mean that the needs of the plants would not all occur simultaneously.  Diversity might add to the necessity for robotic farming.

It is interesting to me that in order to gain efficiency we moved away from ancient knowledge and techniques but, in order to reinstitute that ancient knowledge we may be challenged with developing even higher forms of technology in order to reap the benefits of that knowledge and wisdom.  Have you ever noticed that we seem to "evolve" in circles?  The pendulum swings....
Google