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2025 blog updates:

 As of 2025, Their will be new information and new content. All content will be dynamic to what new things are possible, learned, or worth sharing. This will include programming, AI development, and advanced consideration for advancements in medical practice. As I update things on my website, I will gladly work on the interface some. The parts are going to be designed such that everything is billed by usage of complexity set. This was to prevent overly complex parts being overbilled and prevention of overuse. Because it is a tool aimed at MRI and fasta data, we have to consider the notion of training it to think like humans first. This will will be trained in sections. Most of the project thus far is successful. Meaning the last part is underfit and median fitting, then making sure each part computed in live time. This also means that the AI model will also have to think neurochemically similar to us even by emulation. Because it is a tool designed for professional usage, it will n...
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Overthought engineering:

Many developers are familiar with the challenges of overthinking and over-engineering solutions, especially in software development. These challenges often become a trap for junior developers, who may end up spending more time and effort than necessary by fixating on individual components of a problem rather than taking a holistic approach. Junior developers often become fixated on the individual parts of a solution, trying to solve every minor issue rather than addressing the core problem. This fixation often stems from a misunderstanding of what makes an effective solution—thinking that every detail must be perfected. Instead, effective software engineering is about solving the problem efficiently with the minimum necessary effort while keeping maintainability in mind. By focusing too much on specific implementation details, developers lose sight of the overall objective, often leading to unnecessarily complex solutions. Another aspect of overthinking is the tendency to overuse fam...
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Optimized Repair Table with Diet and Cycles

This plays off of XNA function as well. Due keep in mind that this is for optimization of cell repair. 2 years or ~38 cycles or roughly 190% repair over 2 years to 90% or more of the cells of the body. Due note that this is also set up to work every 2 weeks after 5 days of using the following with a single drink that combines Red Bull, 5-Hour Energy, Naked Juice, protein shakes, a banana, and orange juice: 1. Vitamins Vitamin Amount RDA (Adult, General) Percentile (%) Vitamin A 1000 IU 900 IU 111% Vitamin B3 (Niacin) 35 mg 16 mg 219% Vitamin B5 (Pantothenic acid) 2 mg 5 mg 40% Vitamin B6 (Pyridoxine) 45.4 mg 2 mg 2270% Vitamin B12 (Cobalamin) 507 mcg 2.4 mcg 21125% Vitamin C 198 mg 90 mg 220% Vitamin D 10 mcg 15 mcg 67% Vitamin E 7 mg 15 mg 47% Folate 430 mcg 400 mcg 108% Vitamin K 14 mcg 120 mcg 12% 2. Proteins Nutrient Amount RDA (Adult, General) Percentile (%) Total Protein 15-25 grams 50 grams 30-50% 3. Minerals Mineral Amount RDA (Adult, Ge...
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