Machine Learning – ModelLoss! Important – Use a model for the loss. Just do 1:1 mapping then update again. Simple MLP 100 hidden 46% cifar10. // Per
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Machine Learning Model of Models – Got 41% on cifar10. But the interesting thing is that I only used 10 as the hidden size. The combined model consisted of 10 small models concated into a vector of size -1,10.
Machine Learning Physics Guess – Battery – To get a new idea. Use a construction theory. The universe must work. Therefor similar to raid setups in old harddrives there should exist redundancy. A lot of it. Slowing things down. There could exist differences here to exploit. Maybe basically the same things have different redundancy dependent on outer circumstances. So why not predict a ?relative redundancy value. Get a better battery. // Per
Machine Learning Gravity – Everything must be classified. So distance cant be the only parameter since gravity reaches infinity. You cant determine the gravity based on distance. A distance of x=inf or x=inf+1 is not possible to set them apart. Surrounding data is needed. // Per
Machine Learning Physics Energy Storage Guess – Think of energy as a model matrix. Then you can iterate that model to follow an equation. The solution of an equation. Since the universe must know everything. We can leverage that to follow a long path or difficult equation….Every piece of information must be able to exist. Then when the energy storage has been filled. The element decimals has been exhusted. It would then be possible to change the equation to a discharge equation. For extracting stored energy. An inf. battery if you will. // Per
Super Important Farming Idea – Bitcoin Donation Farming Idea. Plant good crops. Food that we need. Provide meadows for insects. Get donated bitcoin money.
FarmingIdea – Bitcoin Donation FarmingIdea. Plant good crops. Food that we need. Provide meadows for insects. Get donated bitcoin money. So that the farmer can get early market information? More variation. Similar to natural habitats but for agriculture. Better for us. // Per
GEneralization – A bit like human training. You train on simple samples in a way so that when viewing hard samples. It does not make you wonder. Train the theory of math or mnist and not the examples. I think my math teacher told me.
Invention Idea – Magnetic Field Iteration 3D Printer. What if there is a way to iterate a magnet field to put together atoms? Control the direction positions of two magnetic field models. There ?must exist a path of least resistance for attaching atoms to a target object. // Per
Battery Dendrite Guess – Are dendrites created with an iterated magnetic field. Leverage free will of electrons? Create another oposing loss function. No splitwill electrons exists?
Solar PV Innovation Idea – Air mattress as a construction to keep panel of the dirt. Cheap. Maybe a football material and air stop mechanism. // Per
Peace Idea – Desalination is giving life. Innovation Guess – See if many freshwater baloons inside a pressure vessel could reduce needed pressure or energy consumption. Even if I dont know if it will work. Its in the set of possibilities. #Israel #Peace
Invention – Iron fillings in a wire as a means to transport energy. The idea is to let the iron fillings iterate and adapt by melting a little. towards Superconductive?
Billion Dollar Market – Refugee jewellers creating world of warcraft inspired necklaces, rings. Major idea. Earn millions?
Billion Dollar Market – Refugee jewellers creating world of warcraft inspired necklaces, rings. Major idea. Earn millions?
Machine Learning Physics Guess – By Associative Intelligence. Accelerating a cold body in a heat field would not be detrimental to gravity. Like the sun and the planets. So a heat field from fusion could be sun gravity. Maybe there is gravity equation for new fusions. // Per
?Billion Dollar Idea – Build manufactoring machines in metal LEGO. Does not matter if they does not look 100% optimized. Refugee machines for woman pads, agriculture produce to products for higher value. Less waste products. That takes fruit and make juice etc.
Machine Learning Wifi Guess – If y is at a constant value. There is a 50% chanse that if you meassure y the value will be 50% above and 50% under the constant value. Machine Learning could turn this into zeros and ones for an internet signal? All dependent on how sensitive it is.
Fire Prevention Idea – Since oil, diesel and petrol can burn. I wonder if some amount of Dishwashing Liquid in the water could help. If it works it could help a stop a lot of fires. Everyone has some dishwashing liquid. Just mix a little with water and spray. // Per
Machine Learning Fusion Guess – Is The Sun really 100% gas. From machine learning there must be residual material flowing around. If the fusion process is residual dependent then it calculates the end result from previous processes. That is. Their residual materials. // Per
Machine Learning Battery Idea – ?Ultra fast charging by letting a simulated battery stay ahead in the charging race using some communication of causality by common loss function. Machine Learning example shows a model held back gets to 97% immediately after 100 iterations. // Per
Refugee Livelihood Kit Idea Africa – Solar Powered Music? Laptop + midiKeyboard + Sequencer Studio Software. ?Generator for battery. Upload to Youtube For Instant Fame and ?money.
Could every dimension x,y or z have a function unique to that dimension? If so. Those dimensions have to share properties with each other. That is. Universe dimensions are dependent.
Could every dimension x,y or z have a function unique to that dimension? If so. Those dimensions have to share properties with each other. That is. Universe dimensions are dependent.
Trillion Dollar Idea – Hydro Power on Wheels – Sell big trucks that carry water from the river upstreams to down to a place lower down streams. Charge batteries from generative breaking during this time. Discharge the battery to mini grid for a ?smaller city. #Africa // Per
Forest Fire Fighting – Use railway for major forests around the planet. For water and continued fire fighting capability. Heavy loads on railway. Water and machines. Image wikipedia Just clear the railway. Not a problem.
Potential Mega Class Battery? – Humidifier Inspired Battery. Airborn ions in a container? // Per
Machine Learning Engineering – Supervised machine components. Small Equivalents parts that are machine learned adapted to show by meassured data what the main component will experience in the future. // Per Lindholm
