Triton 47 › Research & method › The maker turn
Coping up with the understanding of fast paced research,
Index note represent the frontier of science as a sphere with radial progress markers; generate details on demand from structure
How to read and write, in a fast paced world!
One of the main difficulties in doing research is catching up with what is currently existing, and looking for stuff beyond it. If you want to master the latest state-of-the-art in research and be the best knowledgeable human being with its supreme latest understanding, then it is vital to know everything and beyond in its true form, which projects the latest findings onto space of mind that is true, in its belief, in a way which works, and allows to manifest research onto predicted spaces of output that were possible. Philosophically, the known universe can be simplified in its understanding through analogies and flow, also going a level deeper can prevent you from getting to know an exponential amount of information, which can simply be generated when wanted in realtime, but by only knowing the structure and flow, and what to generate.
For example, recent state of the art stable diffusion, or image generation models, existing in diversity of its forms, forming an entire zoo of models and surrounding techniques, have simpler governing understanding which guides the image generation, and operations, etc. Although, the real challenge is in the training of the model for an individual, due to its requirements of hardware and operating skill.
Also, another way to know entire frontier of science is to represent it for what it is, to represent, say for example in form of a sphere, with radial surfaces or points in space which are indicative of the current progress, in space of all discoveries which are philosophically or conceptually mapped, and the current achievement is marked in it. And keeping such a thing, the state of research and human knowledge (which is say on internet and books, but for conscious space would be in the minds, from all beings), in a digital representative accessible format, maybe stored in a neural structure, whilst storing is the only possibility. We can imagine nature as form of memory, where we are constantly reading from it, resulting in our experience of it. our perception resides on brain activity, which results from nature activity.
Even though this blog is written on a whim, it has some of the information.
Also, in matter of understanding models on deeper level, it is beneficial to start at a level deeper to simply put the understanding on proper simpler basis.
Original: https://triton7777.wordpress.com/2024/01/24/coping-up-with-the-understanding-of-fast-paced-research/