Graduate How is physical Information "encoded"?

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The discussion centers on the Holographic Principle and the concept of encoding physical information in bits. Participants explore how physical interactions, such as a bistable potential in a ferroelectric particle, can represent binary states like "0" and "1." The conversation raises questions about the broader implications of encoding information, including how to represent additional physical properties like position and velocity. Rolf Landauer's perspective emphasizes that information is inherently tied to physical representations, linking it to the laws of physics. Overall, the dialogue seeks to clarify the meaningfulness of mapping bits onto physical phenomena.
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I hear a lot about "information" in physics, but no concrete ideas on exactly how that information works.
I've been reading about the Holographic Principle, and this concept of information in physics came up. The idea that physical particles and interactions can be described in bits.

But, how exactly would those bits work? Is this even a meaningful question?

Could someone provide a concrete example of some small physical interaction and then show how some set of bits map onto the particles and forces?

If not, why not?

(My background is in computer science, so I already have a certain view of what "information" is.)
 
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Rolf Landauer in “The physical nature of information” (Physics Letters A, Volume 217, Issues 4–5, 15 July 1996, Pages 188-193):

"Information is not a disembodied abstract entity; it is always tied to a physical representation. It is represented by engraving on a stone tablet, a spin, a charge, a hole in a punched card, a mark on paper, or some other equivalent. This ties the handling of information to all the possibilities and restrictions of our real physical word, its laws of physics and its storehouse of available parts."

A simple example would be a one bit element which can be forced to assume one of two possibilities which are favored by a bistable potential (two minima separated by a barrier). A physical example could be a single-domain ferroelectric particle. The polarization direction in this domain can be reversed by the application of an electric field of appropriate strenght; so, one can "encode" two states corresponding - say - to "0" and "1". (see, for example, https://www.mm.ethz.ch/research_ferroelectrics.html)
 
But what about the information describing all other aspects of it? Position, direction, velocity, etc?
 
I do not have a good working knowledge of physics yet. I tried to piece this together but after researching this, I couldn’t figure out the correct laws of physics to combine to develop a formula to answer this question. Ex. 1 - A moving object impacts a static object at a constant velocity. Ex. 2 - A moving object impacts a static object at the same velocity but is accelerating at the moment of impact. Assuming the mass of the objects is the same and the velocity at the moment of impact...

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