Better Earth Restoration? – What Are The Rain Networks?

Assume nothing is for random. On a planet with a functional sun and a planet system. Everything is optimized for life.

Since water is essential. I would like to answer this question. What is the machine learned causal prediction model that takes *every data available and predicts where its going to rain.

I suspect that rain has much more detailed decision model. Like where is the air pollution, pavement, cities, ocean, the lakes, green areas, forests etc. Basically everything that shines back light. So light is then a light fi of earth information.

Then from this model. We can predict what the affect will be of all our earth restoration actions. I think making the earth less polutant is one of those ideas that are very important. For everything that has to do with life. Since the rain network does not want to harm with bad water.

Be it greening the deserts. The distribution of life and insects could be key.

Math Idea – Normal distribution object. Scaled 3D Object As A Random Generator Object. The Elongated Ellipsoid?

Why start with a point as the generator for random numbers when you can have a network or here at least a 3D object.

So I came up with the idea after running a simple python script plotting random small point objects. I choose the np.random.randn(). Just the normal random generator function.

From this I got the normal looking scatter plot of points.

Then I choose the particle generator in Blender and a simple sphere as the generator object.

The noise or the particle scatter plot did not look the same. So since I did not get it right by changing the settings. I just scaled the x axis of the object and then the noise looked similar.

From this I then suggest that generating random data using scaled objects are important as the normal distribution.

The normal distribution object I could make looked like a thick needle. An elongated ellipsoid.

Elongated Ellipsiod Object As The ?Even To Normal Distribution 3D Object // Per Lindholm

I started with a cube and made into a sphere using the multi-resolution modifier.

Peace Idea – Restaurants For Peace?

How should we deal with anger, hate and not let us get into more violence that leads to war.

For victims and for reconciliation. For Palestinians and Israelis perhaps. It could be so simple as giving out restaurant gift cards. Like a months worth of free dinners and lunches at different restaurants.

The idea is that if you make the family or close friends happy together with you. That is all the support you need.

So the idea is for sponsored restaurants for peace.

Battery Idea – Does There Exist Plastic Networks Together With Metal That Could Be Used In Batteries?

Philosophically. Since metal appear in networks. Most visible in the solid metal lattice. It seems that even metal in stones could be networks.

From this I speculate that there are networks or grid like structures with plastic and metal that could be used to make batteries cheaper or otherwise enhance them.

How could this be related to a battery you might ask. I speculate that there is a relationship between the information network and the energy network.

Anti Hate Or Anti Bullying Food – Banana?

When you eat. Try to feel what the brain tells you. Remember those food situations when you feel good. Take some notes.

From what I know. Fruits have sugar. So its related to the brain. There is a higher chance of survival in the wild if a purpose exist for each fruit. This because they would be taken care of by animals, birds. So assume our eatable fruits have brain purposes.

So inspired by 12 fruits collection tradition at new year. To get to that fruit you need at the moment. I wonder if its as simple as buying just one of each fruit. Taste a small sample feel the brain and select. Then just eat one or two of that selected fruits.

Take some notes of the problem and which fruit that made sense to your brain network.

This apply to food dishes as well. Feel and remember.

Homeless Innovation Idea – Civil Servant Carpenters In Charge Of Building Tiny Homes For Homeless?

Why not hire carpenters as government paid civil servants. To make life easier for the homeless they could build tiny houses.

I’m sure Government Paid Carpenters could help solve other challenges also.

For poorer or wealthier nations an idea like this could make a substantial difference.

I think this is a win win for society.

Idea – Big Model Output As Input To Many Tiny Models. Similar To Spline Fitting But For Big To Small Machine Learning Models

Inspired by spline fitting where you have a tiny model with limited number of weights. I think you can have a tiny and a big machine learning model working together.

The Tiny model get a new parameter value for each step in the solution and the Big model provides them. A bit like spline fitting. This way you have one set of weights for the big model and many different weights for the tiny model.

So the solution will have like 1000+ different tiny models. Just the weights differ. So its a fitting, not a optimization of a limited number of weights.

Wild Physics Guess – Nothing Is Really Constant. The Earth Need To Work To Make Gravity Somewhat Predictable For Life

Stubb.. Changing when done.

Experimenting in the Free Blender 3D Software. I wondered. Since you can animate the gravity x: , y: , z: -9.81 value. Could this hold in the real world also.

I mean. Just assign a normal distribution with mean value -9.81 and some short span on the variance.

So what if x and y component works to orientate the z component in a network. Testing…

Optimized for life so. Birds dont drop down. You need to work for all the constants. So there should exist components such that they as input stabilize the z component of gravity.

Also Gravity could be a faster stronger ?circular network. Thereby other networks will ?follow.

 

Food Innovation – Food Presents

I know the headline could mean many things. So go on innovate.

My idea of food presents were initially chocolate boxes but with healthy food in small candy size pieces.

Another idea would be prepaid gift cards for restaurants, food courts and more.

Maybe this is something for mall. A ?culinary experience. Create an experience for food. A gift card can get you to try food from other cultures.

Cosmology Speculation – 3D Blender Model As Shaped Noise For Machine Learning Models

If noise could be input to machine learning models. Some generation models. Then since space with its stars look like noise. What is the network that this star noise is input to? Black Hole network?

Also. Since you have formations looking like galaxies. Could this inspire function and noise at the same time. So everything makes sense. Has meaning but still function as noise?

It would be simple to test 3D noise and some scale functions in xyz Blender viewport. Then feed the projection by light emission to a python machine learning network.

One way to generate new noise is to scale the noise image, fly into the 3D model etc. This way you don’t need to generate a new set of points. This could be one reason the universe ?scales, change something dependent on input from this scale to the network.

Machine Learning Idea – Real World Suspension As 3D Additions To Machine learning

Everything that is physics is also just networks. Working together.

Then it could be a an idea to model some parts of the algorithm in a 3D modeler like Blender.

For instance I suspect you need simple simulated physical wheel suspension systems for periodic objects.

?Everything can be written in a periodic way. Then I suspect that using machine learning models. With lots of error correction. Could possible brake the network. I guess the process could then be improved with proven real world examples of say suspension. Breaking the network is similar to the error goes to inf.

I got this idea from mechanical inventions trying to solve simple network type problems like showing time. Maybe there exist some advantage in modeling some parts in a 3D simulator than trying to come up with a limited math function.

Machine Learning Idea – Add And Remove Noise Points By Different Distribution Functions

The idea is to see if there exist an idea to shape noise. Not only by adding points with random value but also to remove points according some other distribution.

The remove part is not as problematic as I think. What if you have a filled 2D plane and remove points according to the random function. First maybe you need to add some points. Then do some removal.

So instead of np.random.rand(100) or something like that I’m thinking a 2D image. With some adapted width and height as parameters to capture a noise image.

Hmm. Could be interesting to see if ?negative noise could be used in a generator(neg. Noise) GAN network.

Philosophy idea – Infinite Object Story

Just a story on how you can come up with ideas. A bit like philosophy.

Say you have a universe where you only have an add() function. Then what infinity objects could this universe have?

Assuming the universe have time. Then conquer up an idea object that would give you some similarity to the infinity idea.

So to get something non countable with the add() function. I imagine you use the add function like a counter in loop. Then you can just speed up the add process.

Pretty soon the number result will become unreadable or unrecognizable. Like a stop watch this will go towards something unrecognizable.

So you have some speed limit of recognition.

Then beyond the limit. I think you will have the situation that the add function will add to the number it can not recognize.

So this sounds like a random number which then is just an unrecognizable. Therefor unbiased to the time sample function.

Ultra Genius Idea – Light As GAN Miss-Classification For Electron Decisions

A quick speculation.

I was wondering. Could you take inspiration from ray tracing images and apply that to physics.

The other day I saw the One Pixel Attack Defeats Neural Networks | Two Minute Papers #240. So I wondered. How can this make sense to a network. I mean machine learning networks is for the universe.

So could a misclassification make sense? Well if misclassified output label makes sense. So could light change the decisions networks responsible for electron movement?

I mean. Maybe this is the reason for adversarial GAN miss classifications. Which in the light of light makes sense somehow.

Psychological Healing Idea – Always Keep The Blood Flow To The Brain Warm – If Cold Hands – Warm The Back, Your Spine With A Light Heat Fan

A quick idea for letting your brain heal your body.

Whenever you are cold. Feeling numb in the arm. I think this. Your brain needs to know you got its back. Don’t waste the brain resources.

So use a simple heat fan and direct a comfortable warmth on your back. This will help your brain heal. Keeping the blood warm takes to much effort otherwise.

Gravity Physics Speculation – Network Precision Is Key – Gravity Energy To Choose Between Two Positions

Since gravity is responsible for the position of earth. It would be irresponsible for the universe to leave it to a simple equation.

So it must be a stable Network Solution.

Maybe gravity is not a force. Gravity could be energy instead. Why? Since energy carries more functionality than a force. Much like a network function can assume *any function.

Then to get a force the mass network just calculates using the energy a new very little change in position. According to the random distance idea.

The random distance idea is used here to create a problem. Where does the ?atom exist relative to a boundary. A|A. So gravity energy is energy to a positioning network. The energy is used to settle this decision problem.

Choose between two positions requires lot of in data so here is where the precision comes in. It must be very accurate.

Machine Learning Speculation – Network Compression Ratio?? Water parameters?

From GAN network models I wonder. Since the generator depends on noise. How little noise is necessary to make it work.

Could we get it to work with a little as a single random data value, like a bit. Varying with time randomly.

So from this I speculate that there is an effective way to compress information. But requires perhaps a fast computing power.

So physically, water is important to life and water is a network. Since life is also complex. Water might be complex to. The weight parameters of water to sustain all life on the planet might be so large that it needs to be compressed somehow.

So what do I mean by water is needed for life. I guess that ?computing ready weight parameters in the water acts like the surrounding network between life networks.

?All contact surfaces to water needs water to sustain life.

Basically water is important.

Subtle Intelligence Idea – Perfect Representation vs Revealing Representation

Compare two images below and feel. What image gives you the most intelligent feeling?

For me its the flat shaded sphere image. Possibly because a perfect photo would be too amazing and a non perfect photo feels a little bit wrong. The amazing feeling does not give much information to the imagination. Which is The tool for intelligence.

Between these is the revealing image. The flat shaded one. The one that reveals how it works. A little any way. But still to the brain it makes all the difference.