goodies ahead >
Did you ever notice how fire spreads to "batteries" I'll call them of which the fire can unlock free energy from - like wood, fuel tanks, etc? It finds free energy and grows in size, burning it all up. Cells do this too, they duplicate and find free food and hence free energy to burn up. Nuclear chain reactions in the rods in a nuke also spread to the rod atoms and unlock giant free energy. There's a pattern! And that's probably the biggest pattern you'll find. You can easily see on the internet all AI need Big Data to find such patterns. In big diverse data you can find patterns, fundamental ways the universe works and how to even cure cancer - a terribly spreading cell that cripples its host. Even in the brain, the more data you know, the more you can generate for free, ex. cats eat, cats sleep, etc, dogs eat, dogs sleep, etc, cats lick, and so there's a high probability dogs lick too, meaning you can artificially grow your big database the, bigger it is. So big data, is, big big big. It's an exponential curve. 2, 4, 8, 16, 32, the nanobots replicate like fire. Humans also spread, like fire, burning up all fuel found. So far we've learnt here: free energy and free insight extraction from compressed matter. Lossless data compression, the Hutter Prize uses, is a 500,000 euros prize to invent a good and fast text compressor (all the best compressors are advanced AI predictors using the last hundred letters seen in the string as local context and the whole file seen up to where is is global storage tree made of strings ex. abc abb aba), so it can extract free insights as explained how cat=dog, because it can predict the next letter/word very well and skip storing the original size, hence it can work on unseen data. Mine I made already talks to itself and stores what it hears as does so and the best compressors sort the wiki articles by topic and group words etc. They can compress data by ~7.5 times for 100MB, and ~9 times for 1GB, as said its exponentially powerful, every word in the dictionary explains each other - small world network you can step to any word just a few nodes away indirectly and local nodes directly linked that are seen beside or are very similar words/phrases are most affected ex. mom<>son not and I only affect the president a bit. In a brain, brain waves propagate up the hierarchy where words/objects are made of smaller parts in the lower layers, phrases are made of smaller phrases or words. Faster propagation and less energy used is key, the fire wants the most energy found and none wasted. The brain prunes neuron nodes so the brain waves can more quickly propagate up the hierarchy and recognize a high level big object/sentence and what comes next therefore. Have you noticed how Earth is already becoming sorted? Look at satellite images. Homes, stores, computer chip mem stores, etc are grouped and aligned like rows along roads, street systems are made for least travel and major highways (like arteries) are where most needed while the small infrequent areas need "special code programmed for them", a fractal pattern emerging, the domains are aligning so the brain waves in the team can travel farther with less work by following the flow for free energy, like a strong magnet's field is Aligned and the potential is high. Superconductors also don't leak energy, they maintain their form 'immortally' and are a strong magnet therefore who's fields are aligned. Cells and humans and fire also maintain their form, tables, rocks, etc don't! Even though they are near perfect statues. We repair missing data, cells, organs, employees, with similar ones, by predicting the future missing data (based on current state, past context!!)! We even lose thousands of neurons and humans each day.Earth is becoming a full pattern so we know where, when, and what everything is, so we use least energy and have a *higher* probability of survival because we can easily predict with high probability where, what, when all is, and can therefore compress data well. Earth will become nanobots, very efficient, and all will become a full fractal made of identical sub units in units, fleets made of fleets, where each is an arm-eye input-output node that has a brain and is part of a variable scale system that distributes the work/data with other nodes for optimal power. Imagine a trillion AI workers trying access the same memory, that'd be a bad access time wait! And most are far away from it too don't forget. That's why Earth won't become a "single" large brain, but rather a brain made of identical units where redundancy is about and nothing is centralized with only 1 copy, which totally cripples it's strength. That's why the most powerful systems are de-centralized distributed organizations that share everything so each node only focuses on a few links and is very robust. That's why the most powerful system that emerges will be an fully aligned, symmetrical organism, all units will be same class level and all will cooperate so all work is shared and is an aligned strong field by going with the flow to use least energy. So it seems clear that our physics, which is predictable and encodable in a brain (so it can survive by predicting physics), is making Earth into a pattern that wants to maintain its form "immortality", and is very good at doing so the further it has progressed because the more data/context/workers there is *nearby - the exponentially more work it can get for free. It will be able to instantly regenerate itself from the wort circumstances. Same for stars (suns) and big atoms, they are unstable and radiate heat/explode free energy cus they gravitated too much, the core is most hot from *nearby context affecting it. Neurons also weigh in tally up using many-to-1 nodes (hence algorithmic neural networks look as they do). AI needs to collect patterns and create new patterns. Intelligence is based on context, not a single fact. It needs big data from the past (current state of Earth during evolution, or a cell) to predict/ make the future it *decides* to make, which is exactly what we do! Our past experience let's us know the most probable answer to an unseen new problem by using analogies based on similar contexts in the past/new problems. Bigger brain (well, bigger data) = more wise/fast/efficient. The particles self-organize (of course), so if you see that term anywhere, that's all it is is intelligence bringing physics to stable equilibrium in physics, an immortal rest state it ends up as. Until something disturbs the flat water like a meteor. That's why we predict well and achieve a high Probably of the correct solution, leading to avoiding death for the global species (150K die a die but 300K are born a day) (change will always happen... heat replaces heat, wind replaces wind, cells replace dead cells. We will maintain our form in the near future now with 0.999999 probability but there will always be some change and all change is death/birth for any structure made of particles). The neural network predictor is the sun that compresses in/extracts out data using global distributed energy in the net, a strong aligned/sorted magnet.
