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By Far The Smartest Idea - Hot Milk With Cooked Rice In A Cup

If free will can be recognized in the machine learning sense then it could probably also be optimized with max as the target. // Per Lindholm

Is a proof some knowledge of the probability of the network.

The Universe Is A Compression Decompression Model() // Per Lindholm 2018

Peace Idea - Any Type Of Probability Can Move Us Forward. Peace Will Do It 100% // Per Lindholm 2018

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1000x Better Company Innovation – Guess Experts. Remake everything innovative into smart guesses. Retropectively. Then the guess experts can come up with new innovation much easier. Ideas are an art form and not easy
Battery Innovation – I missread active material for Archive material. Storing stuff in a cool dry place? Then should the ?two different parts of a battery have different environments? One for storing ions one for ?
Electric Bus Taxi – Since Electricity is ?way cheaper than diesel. Taxi drivers could perhaps run entire bus fleets when necessary. Different size EV for different times and events in the suburb city area.
Machine Learning Innovation – If you create a view on an invention. Then turn one the parts into a square box but in the right place. Machine Learning could use this as supervised learning. Predict the decriptive name of the part from only viewing the box and its surrounded parts
Innovation Idea – Creating a number of inventors could be a global 2020 goal
Innovation Idea – There are Data Scientists so why could we not convert some of them into Product Scientist. Machine Learning could be gold knowledge for generating new products essential to human survival. Low power Air conditioners, water, … .
Machine Learning Desalination Idea – Is rain a compressible fluid? Special membrane. More pressure options.
Machine Learning Air Conditioner p()*V = nRT Guess? – From the ideal gas law I guess that if you iterate p = model() so that T could go to a certain temperture. The loss = F.mean_square_error(p*v,nrt) and loss += F.mean_square_error(T,18).Let pressure, p() iterate between 0 and 1 around 1atm ? and take away the heat.
Machine Learning Invention ?Principle – With a combined loss = loss1 + loss2 then second model2 could adapt for a win win. So every component in the invention could iterate to adapt to the overal function or overal zero loss target.
Machine Learning Invention Inspiration – Predictive Cooling and Venn Diagram Of different models() to get the Most likely parameters. @CoolingPrize! // Per
Life Changing Peace Idea – Solar Panel Manufactoring In Every Country More or Less – Energy Security Is Sustainable Peace. For when things happen and imports are affected. You need internal self going production with energy from the sun for those solar panel factories. Its an easy win.
Machine Learning GAN model() Desalination – Since everything ?can be predicted to a class. One way to improve desalination would be if you could predict a secondary model on which membrane device the water comes from. Add this loss to the total loss and get a better overal system. To know what to improve I think. Competing membranes. Other learning methods?
Black Hole Soap Bubble – Since a black hole is ?large it could cause a lot of problems if it did not have information about the universe. Then I suspect it gets its data from gravity being so dense. So information goes into the black hole model() for a reason. Nothing is random.So everything that is caused by black hole needs careful consideration. Then I it could be that the black hole with all its information in its models() teaches earth about differential equations. Circular diff. equation being the soap bubble life metric target. // Per Lindholm
Machine Learning Math Innovation – Functions As Limits – Everything can be a iteration towards another function or value. Could perhaps solve singularities in math equations where the equations adapt with function limits.
Ikea Solarville microgrid – Very good. Solar panels on each building could be ?complicated. Why not go for a inner energy market with 2 Cooperatives. Iterating progress. As starter. Sewed on thin solar panels on a carpet which you bring in during the night for theft protection. // Per

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