C++, Java, System Architecture

 Literature over the Summer Break 2025!

Studying Java thoroughly over the next month is my top priority and goal while slightly reading over through C++ (not a requirement for graduation, and is currently not supported by the US Government for programming languages due to the inefficient logic errors that can occur with the control of the programmer (needing experience and modern clean coding habits), I feel like it is required with the specialty I want to pursue. I have an interest with C# OOP, but want to invest with the root language sources and how they used binary within their structuring. I understand C++ has evolved from C base languages, slightly different, it will be interesting to see how they revisit core topics that are required and prioritized while being able to use reduction code from those C bases. The types of helpers, keywords for methodology that the language can execute, and how it is organized structurally with the binary to compile with machine learning techniques. 

So far, I have considered how the program structure reflects the binary approach I use with strategically isolating the movement with the object internally and externally - would be like top level statements, except, it would be a command or procedural code bloc of instruction that submits part of that data to be evaluated by separate measures of priority. 

I want to use code logic with binary as permissible to be measured and effective within their domain. I have a hard time with the conversion rates we use, the types of capacity they claim (bits, byte, etc.) within storage units as needing to repeat itself serially stated. This is frowned upon in code writing, so why not the binary? 

The binary is not structured for loop action, however its conception arrives with its structural integrity (string theory), and winds up repeating itself with binary serial lines of code, again and again. 

The reference of these, winds up being too much for the compiler - like using StringBuilder and String Classes to manipulate strings - it has to be done a certain way of manipulating these strings so the compiler can break it down and adjust it while it is in operation - something of a dynamic feature that is not easy to produce. 

My idea of binary usage here is shifting those classes into their own separate binary compounds and organizing an internal [electrical] current system (studying electrical output currents in lightning storms and how they are formed within computer systems is relational to anomalous activity - like the parity bit, alterations with navigating within shell commands, or random occurrences of compiler issues that are unexplainable at times). Every movement that is created within the object as a whole entity by perspective (re-using the capacity storage space as a perspective allows its use or need for it) is also a structural enhancement for resources that allows Packages or imported statements the allocated storage space to reiterate without over consuming the system with binary serial reading. 

I know it is not designed currently for this, but they are hopefully connections I am making in studying with my own personal work in upgrading the current system with my approaches with Native American Binary Mathematics (NABM). 

I am reconsidering the approach for using it with AI - but know it does need its environment. I am dreading the day a company uses surface observations to produce its next operating system to produce access in the hard-set data field that is community library oriented and search engine approved information. The less we teach AI about our actual physical world - the better!

If we can, wait for this development, I think the less mistake we do with these prototype designs, the more secure we are in the future of development, resources, and investment tactics with preserving online data, financial data, and other important classified aspects that AI may breach. 

I have learned in my studies with my work with NABM, that binary is an expansive approach to any universe. I have learned that binary is a creator, it is a fluid extraction of being thorough throughout dimensional qualities that can explain many natural components we see today - why certain things appear the way they do (why the grass is green), why we evolve as people in relation to our type of sustenance, why the world is round - all of these components occur at levels of our systems and they can be brought down into sub-systemic actions as well (like decimal and absolute negative values) without reducing its quality with multiplying by - or the equal of finding compatible values but with separate charges (negative and positive) to equal 0, these types of interactions evaluate a basic level that leads to much, much more!

There is much more to learn and as I prepare for my personal publication and inclusion to computer science foundations, I am livid about receiving new books in the mail to begin my summer retreat, enjoying the view, weather, and relaxing with an e-bike tour of my newest day climbing my next hurdle. 

Have fun this season!

__Mischief