“From Meaningful Information to Man” ©®

“From Meaningful Information to Man” ©®

An Introductory Course in Information, Information transmission  and Genetics (Copyright Computer Integrations, Inc. & Hawaii On Line University, Hawaii.)

This course is based on the revolutionary work by Claude Shannon, the “Father of Information Age“, DNA transmission, RNA replication and Genetics Information coding, stop-start CODONS*, other related factors in human Information based DNA, and the work of Stephen C. Meyer, “Signature in the Cell” (“The Evolutionary Informatics Lab,” ND) and (Meyer, 2009).

Photo courtesy U.S. Department of Energy Human Genome Program

Photo courtesy U.S. Department of Energy Human Genome Program

Regardless of what any one else says Information does not, can not evolve.

Knowledge and Information, is either derived (by someone, an already existing individual or a team of individuals) or it is intelligently created new starting with a conceptual design stage (Parra-Burgos, Fernandez-Pacheco, Canvas-Martinez, Nieto-Martinez, & Cañavate, 2018)

By definition, Information is “the communication or reception of knowledge or intelligence” (Merriam Webster, Dictionary, 2018).

Another definition of Information is given as:

Data that is (1) accurate and timely, (2) specific and organized for a purpose, (3) presented within a context that gives it meaning and relevance, and (4) can lead to an increase in understanding and decrease in uncertainty. Information is valuable because it can affect behavior, a decision, or an outcome.

On the other hand, “evolution” is totally inaccurate and untimely. It lacks “meaning and relevance at all counts”. It is manipulated “science”. Not accurate information. There are not enough millions or billions of years for it to take place. It does not lead to an increase in understanding and it definitely increases in uncertainty. The opposite of “information”. There is not enough accurate radioactive clocks that can measure with “certainty” any of the time line of the small bag of bones they use for support of such theory.

Intelligent information turns into “noise” when not properly transmitted and or designed. Evolution is nothing more than “noise”,  “scientific white noise”. Evolution theories are based on un-intelligent noise, thus it can not evolve. Information requires INTELLIGENCE.

Shannon’s Formula for the capacity of a White Gaussian Noise Channel is represented as follows:

Image courtesy of Aftab, Cheung, Kim, Thakkar, Yeddanapudi

Image Formula courtesy of Aftab, Cheung, Kim, Thakkar, Yeddanapudi

Thus, when speaking of the Channel Capacity & The Noisy Channel Coding Theorem, MIT in its paper on Information Theory, described that,

The bad news is that it is mathematically impossible to get error free communication above the limit. No matter how sophisticated an error correction scheme you use, no matter how much you can compress the data, you can not make the channel go faster than the limit without losing some information.”

It takes intelligence to create, compress and deliver “error free communication.”

MIT paper continues, “The good news is that below the Shannon Limit, it is possible to transmit information with zero error.”

HUMAN DNA information Base

“The complete DNA instruction book, or genome, for a human contains about 3 billion bases and about 20,000 genes on 23 pairs of chromosomes” (National Human Genome Institute, 2015). [Bold ours]

Thus, the information hard coded into the 3 billion bits of data (nucleotides bases) in each human DNA is sufficiently compressed so as to perfectly reproduce itself over and over again with no external direction, other than that which has already been previously programmed.

“The order, or sequence, of these bases determines what biological instructions are contained in a strand of DNA. For example, the sequence ATCGTT might instruct for blue eyes, while ATCGCT might instruct for brown” (National Human Genome Institute, 2015).

“No matter how sophisticated an error correction scheme you use, no matter how much you can compress the data, you can not make the channel go faster than the limit without losing some information.”

Freudenrich, Ph.D, in a scholarly article said, “DNA carries the information for making all of the cell’s proteins. These pro­teins implement all of the functions of a living organism and determine the organism’­s characteristics. When the cell reproduces, it has to pass all of this information on to the daughter cells.” (bold ours).

“Before a cell can reproduce, it must first replicate, or make a copy of, it”s DNA. Where DNA replication occurs depends upon whether the cells is a prokaryote or a eukaryote*. DNA replication occurs in the cytoplasm of prokaryotes and in the nucleus of eukaryotes. Regardless of where DNA replication occurs, the basic process is the same.” (Freudenrich, 2018).

*(Eukaryotic cells contain membrane-bound organelles, such as the nucleus, while prokaryotic cells do not- Human cells are Eukaryoke, non-intelligent bacteria are made out of prokaryotic cells.)

Please note that “A subunit of the DNA polymerase proofreads the new DNA” making sure that each replication is exact and error free. This implies a priory given instruction, information and intelligence.

Freudenrich states, “Different types of cells replicate their DNA at different rates. Some cells constantly divide, like those in your hair and fingernails and bone marrow cells. Other cells go through several rounds of cell division and stop (including specialized cells, like those in your brain, muscle and heart). Finally, some cells stop dividing, but can be induced to divide to repair injury (such as skin cells and liver cells). In cells that do not constantly divide, the cues for DNA replication/cell division come in the form of chemicals. “, all of this is previously programmed and perfectly designed to operate as needed in each situation.

Freudenrich concludes, “DNA carr­ies all of the information for your physical characteristics, which are essentially determined by proteins. In DNA, each protein is encoded by a gene (a specific sequence of DNA nucleotides that specify how a single protein is to be made). “

Another publication stated how DNA’s information pre-programmed process is made so that ” The replication process is semi-conservative, which means that when DNA creates a copy, half of the old strand is retained in the new strand to reduce the number of copy errors. DNA contains the code for building an organism and making sure that the organism functions properly. For this reason, DNA is often called the blueprint of life. Its function is comparable to a builder using a blueprint to make a house.”

This is actual information previously coded and designed ahead of time.


The cells of humans enclose a set of chromosomes. “The typical human chromosome has about 150 million base pairs (ie: 300 million nuclotides) that the cell replicates at the rate of 50 pairs per second. At that rate, it would take the cell over a month to copy a chromosome.” (There are 3 billion base pairs in all 23 chromosomes. Since healthy humans have 23 chromosomes, then there are 3 x 10 to 9 / 23 ~= 150,000,000 base pairs in each chromosome.)

However, the entire process is quicker than that, it all happens in about 1 hour. “The fact that it takes only one hour is because of multiple replication origins.” The human body has multiple replication “factories” in order to minimize the replication time process.

Thus, Information, which intelligently placed, has been previously coded in the human cell DNA, gets processed so that “Replication simultaneously proceeds from many different points on the chromosome, and enzymes join the sections together to form the final intact copy.”

The ultimate result is that “all 46 human chromosomes replicate at the same time.” (Bank, 2017).

“The good news is that below the Shannon Limit, it is possible to transmit information with zero error”, and this is exactly what we see in the perfect reproduction of DNA, and RNA in each of human’s body cells, millions of times per minute (about 2.5 million times per minute). All of this with little or no defect, except for those produced by occasionally damaging mutations.

This is why the human race exists. Despite mutations occurring on an everyday basis.

“Shannon mathematically proved that there were ways of encoding information that would allow one to get up to the limit without any errors: regardless of the amount of noise or static, or how faint the signal was.” (A FTAB, CHEUNG, KIM, THAKKAR, YEDDANAPUDI, ND)

According to Truman, 2016, “Cells perform millions of Boolean logic operations every second using multiple independent codes with stringent formal rules instantiated on DNA, RNA, proteins, sugars, and membranes. “ Thus, replicating faster than most computers do computations today.

“”Computer and cellular variables are used with control structures such as “GoTo,” subroutine calls, “wait,” and to initiate and terminate iteration loops. They have well-defined data types and allowed operations. Values can be structured in arrays and linked lists. “.

“The cell uses RNA in groups, or “codons”, of three pairs. So each codon has one of 4x4x4 = 4^3 = 64 different values. Therefore the codon has exactly as much information as a 6-bit byte, since 2^6 = 64 possible sequences for codons. But there is a catch.”

“RNA only encodes 20 different amino acids, plus a “stop” signal, and a “start here with one specific amino acid, methionine” signal. Methionine is one of the 20 amino acids.”

So each codon of RNA only leads to 21 possible outcomes, rather than 64. (DeHaan, 2015).

There is no doubt that the human body and all organisms, whose nature and basic composition is the DNA strand, are constructed with an information based system which computers, intelligently designed by today’s engineers, are desperately trying to imitate. This pertains to any system of today or tomorrow, as Shannon’s Theory if Information showed.

The consequences and denial are far reaching

To deny that the DNA was not programmed and designed by an Intelligent agent, is to imply that any and all computers, hard coded software and hardware is the product of unintelligent imagination. This is an insult to those who devote millions of hours to preparation and design of such systems and final product.

Furthermore, the trading system among tech companies in the NASDAQ and the Dow Jones, would not exist if it was not for those arduously designed computer Information systems originally made and designed by intelligent engineers throughout the world. Yet, the NASDAQ and Dow Jones electronic systems of trading is infinitely less complex than human DNA.

An information process of this nature, complexity and accuracy could not have “evolved” regardless of the billions of years of trial and error in “evolution”.

Robert Gentry, a world renown physicist stated ” evolution is neither confirmed theory nor fact. If life actually originated by chance, as evolution requires, evolutionary biologists should be able to reproduce that process in laboratory experiments.” (Gentry, 2004).

Gentry further stated, “Still, despite decades of intensive efforts and generous government funding, all attempts to produce life from inert matter have proved fruitless.”

Thus, we see absolute evidence here that the human race is the product of  Intelligent “Information to Man”.

“From Information to Man” ©® 2018, Is a Registered Trade Mark that belongs to Hawaii On Line University

This figure represents one of the great c ontributions of A Mathematical Theory of Communication: the architecture and design of comm unication systems.

This figure represents “A Mathematical Theory of Communication: the architecture and design of communication” and Information systems.https://web.mit.edu/6.933/www/Fall2001/Shannon2.pdf


*Cells as Information Processors. (Dr. Royal Truman, Mannheim, Germany, royaltruman@yahoo.com.Accepted for publication April 22, 2016).  Part I: Formal Software Principles Royal Truman*

1 : the communication or reception of knowledge or intelligence

  • Business Dictionary- “Information”:

Data that is (1) accurate and timely, (2) specific and organized for a purpose, (3) presented within a context that gives it meaning and relevance, and (4) can lead to an increase in understanding and decrease in uncertainty. Information is valuable because it can affect behavior, a decision, or an outcome.

Read more: http://www.businessdictionary.com/definition/information.html

*Claude Shannon, ‘father of information theory,’ is born, April 30, 1916 ( -April 30, 2018)

Parra-Burgos, D., Fernandez-Pacheco, D., Canvas-Martinez, F., Nieto-Martinez, J., & Cañavate, F. (2018). An agent-based approach for the application of nature’s forms to product conceptual design. Retrieved from https://doi.org/10.1371/journal.pone.0208930

A FTAB, CHEUNG, KIM, THAKKAR, YEDDANAPUDI. (ND). Information Theory. Information Theory and the Digital Age. Retrieved from https://web.mit.edu/6.933/www/Fall2001/Shannon2.pdf

Bank, E. (2017). How Much Time Does it take for a DNA Molecule to Replicate? Sciencing. Retrieved from https://sciencing.com/much-time-dna-molecule-replicate-21660.html

DeHaan, M. (2015). Comparing the Genetic Code of DNA to Binary Code. Retrieved from https://www.decodedscience.org/comparing-genetic-code-dna-binary-code/55476

The Evolutionary Informatics Lab. (ND). Evolutionary Informatics. Retrieved from https://evoinfo.org/faq.html

Freudenrich, C., Ph. D. (2018). How DNA Works. Retrieved from https://science.howstuffworks.com/life/cellular-microscopic/dna3.htm

Gentry (2004). http://www.halos.com/book/ctm-06-e.htm

National Human Genome Institute. (2015). Deoxyribonucleic Acid (DNA). Where is DNA Found? NIH, National Human Genome Institute. Retrieved from https://www.genome.gov/25520880/deoxyribonucleic-acid-dna-fact-sheet/

Reference. (2018). Why does DNA Need to Replicate? Reference. Retrieved from https://www.reference.com/science/dna-need-replicate-34d9bea407cd391e


Fred Echeverria, MSc, Ph.D. (abd) Computers and Education, 2003.

Computer Integrations, Inc.

November, 2018


  • “In the h­uman genome, there are 50,000 to 100,000 genes. As DNA polymerase copies the DNA sequence, some mistakes occur. For example, one DNA base in a gene might get substituted for another. This is called a mutation (specifically a point mutation) or variation in the gene. Because the genetic code has built-in redundancies, this mistake might not have much effect on the protein made by the gene. In some cases, the error might be in the third base of a codon and still specify the same amino acid in the protein. In other cases, it may be elsewhere in the codon and specify a different amino acid. If the changed amino acid is not in a crucial part of the protein, then there may be no adverse effect. However, if the changed amino acid is in a crucial part of the protein, then the protein may be defective and not work as well or at all; this type of change can lead to disease. ” (Freudenrich, 2018).


  • DNA Strands with A-priory coded Information
DNA has a spiral staircase-like structure. The steps are formed by the nitrogen bases of the nucleotides where adenine pairs with thymine and cytosine with guanine. Photo courtesy U.S. National Library of Medicine

DNA has a spiral staircase-like structure. The steps are formed by the nitrogen bases of the nucleotides where adenine pairs with thymine and cytosine with guanine.
Photo courtesy U.S. National Library of Medicine

  •  Professor Fano of MIT:
  • He [Fano] “didn’t like the term Information Theory. Claude didn’t like it either. You see,
    the term ‘information theory’ suggests that it is a theory about information – but
    it’s not. It’s the transmission of information, not information”

Professor Fano continues, “I coined the term ‘mutual information’ to avoid such nonsense: making the point that information is always about something. It is information provided by something, about something ” [Interview with Fano, R. 2001].

To transmit meaningful information you need an intelligent “something”, an intelligent source.

  • “How does DNA encode the information for a protein? There are only four DNA bases, but there are 20 amino acids that can be used for proteins. So, groups of three nucleotides form a word (codon) that specifies which of the 20 amino acids goes into the protein (a 3-base codon yields 64 possible patterns (4*4*4), which is more than enough to specify 20 amino acids. Because there are 64 possible codons and only 20 amino acids, there is some repetition in the genetic code. Also, the order of codons in the gene specifies the order of amino acids in the protein. It may require anywhere from 100 to 1,000 codons (300 to 2,000 nucleotides) to specify a given protein. Each gene also has codons to designate the beginning (start codon) and end (stop codon) of the gene” (Freudenrich, 2018).

Robert Gentry, a well know physicists who discovered the primordial Polonimum Halos (PO218) wrote in his book:

“Likewise, if life evolved by the transformation of one major group into another, where are the numerous transitional forms expected on the basis of evolution? Biologists could long ago have put to rest embarrassing questions about the general absence of transitional forms in the fossil record if they had produced examples of missing links under laboratory conditions. All attempts to create new forms in the laboratory, such as inducing mutations through nuclear irradiation, have produced only variations of existing types. Developing new features in fish, for example, until they begin to develop into amphibians should certainly be simpler than creating life itself and would be the presently observable evidence needed to make evolution a science instead of speculation. There would then be no dispute about its validity.”(Gentry, 2004).

And “Since no such demonstration has been accomplished, at best the NSF should consider evolution as a widely held but unproven theory. The NSF is thus morally obligated to treat it as open to challenge, in the spirit of the Affirmation of Freedom of Inquiry and Expression... Written by evolutionists themselves, it declares that “all discoveries and ideas . . . may be challenged without restriction.”