Energy Idea – Using Thermo Photo Voltaic To Simplify Any Energy Extraction Process ?

The idea is simple. Because radiation is a much better energy carrier than mass. That is. It can hold much more hotter energy with it. Where as mass has different limits.

The way I see it. If you use mass like water. You are in fact using a poor functioning go between battery. This is similar to charging a power bank and then to charge the phone or computer with it. The efficiency this way is very bad.

I wonder if you just could use thermo photo voltaic to convert extracted energy to electricity directly instead. Close to the source or perhaps you could use a molten silicon based thermo energy storage device to capture heat at higher temperatures and then convert it to electricity using thermo photo voltaic.

So you have a smaller coal based power plant with molten silicon based thermo energy storage and thermo photo voltaic cells to convert the heat to electricity.

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Startup Idea – Climate Change Mitigation Strategy

I could be that we are very unprepared for the effects of climate change. Foreknowledge costs money and I think I got an idea to minimize future demand and supply.

The thing is. I think we could achieve better climate change mitigation. Simply by predicting and preparing for the many different businesses and more needed in a future affected by climate change.

That is. We can think of the future needs or demand already now.

A start could be to simply plot the demand in every business sector as a function of say the temperature and see what needs to be done.

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Shared Idea – The Reinforced Wolly

Why could we not have a hat or a wolly that has protecting features. Like a helmet but still looking like a wolly. So the idea is that we innovate a reinforced winter hat. That can protect the head if you fall. At least it should give some protection.


Why not innovate a reinforced wolly?

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Speculation – Should There Exist A Low Frequency To High Frequency Theory

My idea is simple.

Information or a signal can be described as many sin waves of different frequencies. Like a Fourier series with low frequencies to the high.

I guess then an answer from a theory is a signal. So it will have different frequencies.

So my idea is that a theory of everything should handle and output everything from the very low frequencies to the very high.

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Math – Make Use Of False Positives In Optimation ? Fill-function

So I had the idea that maybe biomimicry exist in mathematics also. Maybe it does but I thought what would I do to enhance optimation.

If you have a function F(x,y) and you want to find x and y that minimizes this function. You probably don’t get the best values at the beginning. Call them false positives.

What I wonder is if you can simply add a fill-function that spans over the domain and prevents the optimation from looking or going towards those false positive positions.

F(x,y) -> F(x,y) + fill1(x,y) + fill2(x,y) + fill3(x,y) + …

I don’t know what the different fill functions should look like though. The idea is that this simplifies F(x,y) in search for the best values for x and y.

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Math Idea – Similarity Series ?

I speculate that maybe it would be possible to build a series with similarity as the base function. So you have.

[x0, x1, x2, x3, … ]

where x1 is most similar to x0 and x2 is most similar to x1 and x3 is most similar to x2

but all x are unique.

Even if this is somewhat inaccurate. There should exist something like an evolutionary like math series.

So if you start with triangle and a square I imagine you could end up with a circle.

Another idea is the guessing series

1 2 3 … Filling in the rest is pretty easy.

365 52 … Filling the rest is easy but it shows a guessing series need preference data.

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Math Idea – Noise Detection As An Error Function In Machine Learning

My idea is simple.

So I was wondering. What is new information?

Inspired by this I realized that. If you recognize noise in the mix of frequencies then part of it doesn’t form information. Or at least this the guessing sentence with delivery value.

You can transform information so it sounds like noise but then it is not directly understandable information anymore.

So my guess is that its possible in theory to generate new kind of information by just mixing sin wave signals and check for noise.

From this little thought experiment my guess is that you can generate new type of error functions. Here the error function is a noise detection function.

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Math Idea – My Take On The Simple Perceptron In Machine Learning

When looking at the wikipedia article on the Perceptron supervised binary classifier. That one about machine learning. I just realized that the binary classifier defined as.

f (x) = { 1 if dotp(w,x) + b > 0
0 otherwise }

To me this just looks like fractional voting. Summation of a list of for and against values.

From this I can possibly come up with a new guess of a classifier.

My target for this is one that “converges” quickly or not at all

I was thinking that maybe I could have a list of previously calculated values of f (x) as the voting samples. Then use this to ”time” series predict where its going to end up. Either 0 or 1 in the time range you are pretty certain of.

My guess is that this puts a boundary value for the weights to adapt to. Within some “time” period.

This way you should be able to reduce the number of weights you need to calculate in the ?hidden layers. The weights need not converge to a situation where the its unnecessary certain what the outcome will be.

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Idea – Physical Cause An Effect As Deciding What Is Input And Output To A Machine Learning Network

Here is an interesting idea.

Could a machine learning network recognize the objects that form a machine learning network?

That is. Could it learn to recognize in detail the objects involved in cause and effect. From this could such a network generate a cause that has the target effect and so on. Maybe this could be used as an engineering tool.


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Physics Guess – Velocity Of Mass As The Oscillation Of Two Fields ??

I don’t know but I think light uses two oscillating fields. One electric and one magnetic. I wonder. Could it be that light makes a self conflict of two magnetic directions. I assume that an accelerating electric field changes something like the ?frequency and becomes I guess more like a magnetic field. Then you have two conflicting magnetic field directions.

From this. I guess that perhaps the velocity of mass also has something to do with two oscillating fields. What would happen if a force created a disturbance in the very small gravitational field of the body? I mean you have the very similar F = ma and F = mg.

My guess is that two fields can coexist if they have different frequencies and cause conflict or movement otherwise.

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Speculation – Creativity As Set Generation Within A New Group

So an easy way to learn creativity is to learn how to generate information. Information that is recognized to belong to certain group. Like a particular music genre or science field.

I believe the driving force is that the group is uncharted. Meaning that you will have to create the building blocks of the group or learn them.

A somewhat uncharted area is needed because otherwise it would feel like your sampling already created stuff.

An example of a field within programming that generated new creative learners are block programming. Programming using drag and drop blocks like in Scratch.

From this I guess that you can creative new fields by changing the input again. So why not speech programming. Small programs using your voice or maybe a pseudo code trainer. Where you move blocks of sentences to its right row position.

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Idea – Verification Hash String In The .CSV Data Files?

Data is important. Its used everywhere. I suggest maybe that therefore .csv files have a hash string to verify the data content. CSV files are just the non binary text files containing the data. So the beginning of the file a hash string could be included.


Here the data is defined beginning at row 3 to the end row. The SHA1 is calculated for the data section only and then compared with row 1 SHA1: which should be the same string.

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Idea – Momentum As A Slim Fit Force Field?

My idea is simple.
I wonder. We know force fields create forces on the body like gravity, F = mg. But could a force create a force field? My guess is that momentum defined as p = m*v. Is just the results of a summation of forces from a force field acting on the body, m.

The force field I’m guessing is a slim fit one. Acting only on the body. So for the body not to accelerate the field has to balance itself out after a some time. Storing energy as kinetic potential.

Maybe its just a bunch of balancing forces acting on atom size pieces of the body. Like dF -> dm <- dF throughout the body.

// Per Lindholm

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Idea – Love Story With People Who Really Struggle

People with mental illness are portrayed in a bad manner but it does not have to be this way. Its not the mental illness they want to be known for. Its them who captures the essence of being human. In all its struggles. We owe them a lot. They are the people who maximized their brain for the benefit of mankind.


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Speculation – Decision Making

In a previous blog post I figured out that if you want to mimic a random function. You can input samples of previously computed random data.

It was much easier this way than to let the function store all the information about the random behavior. To clarify. The target data was a lot of random numbers and the function was going to adapt to it.

I’m pretty sure evolution doesn’t miss such an easy method. For instance in decision making I speculate that if there is a majority decision then it doesn’t want to end up with an equal amount for each choice. Maybe sampling of random clusters could help.

So my idea is that this could be avoided and at the same time getting results fast. By using the predicted results of enough samples as the voting basis. This way a decision can be made any time. Although as time progresses the decision gets more accurate. Then the score of could have done otherwise then gets lower. Meaning your less likely to think your decision was flawed in any way.


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Politics – In hindsight

In hindsight it would have been wiser to help republicans even if your a democrat. The idea is that sharing common views will lead to leadership and not extreme views on either side.

Its more important to bring people together than to fight over everything.

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Math Idea – Root Problem Description By Similarity Of Problems

I was wondering some time ago. Thinking about real problems. What if you could describe problems with just ones and zeros. What would it look like.

I believe the answer is simple. In linear algebra you can solve a set of equations with matrices and vectors. For instance Ax = b. This describes a problem with numbers.

So from this I wonder if you could get some useful information from taking the same high level problem. Simplify it and find a relation between the two ”different” problem descriptions.

So here you have A1x1 = b1 and A2x2 = b2. They are different but both come from the same high level problem. Here A2x2 = b2 could be a simplified approximation of the problem.

I speculate that if you could find the similarity of the problem descriptions. Maybe you could go back from the best approximation and iterate a better description and solution. The A0x0 = b0 description if you will. From this root description a better solution is easy to find.

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Math Idea – Could You Use Vector Input For Integrals, Limits or System Of Equations?

For hard to calculate integrals, limits or system of equations I wonder if you could use a vector instead of single variable as input. What I mean is that the algorithm would handle and make use of 3 or more values at a time.

For instance I wondered if maybe one can use future value prediction from a series of previous results. You can calculate a predicted future value x(n) and x(n+1) with a linear model. Where x(n) = sum(a(i)*x(n-i),{i=1..p}).

This guessed value could perhaps be used somehow.

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Idea – Should There Exist 3D Clustering ?

My idea is simple.

Thinking about the universe. How it all started. Getting something from nothing.

Taking inspiration from machine learning I recognize the problem and solution as some type of unsupervised learning.

So I wonder. Should there exist 3D clustering. Where objects group together in space. Forming basic structures.

So if you are unsure how something started. Start with random. Test how random data could self assemble or cluster into 3D models.

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Speculation – Machine Learning Ideas

Here are some small ideas. Some guessing on how to improve machine learning.

Its somewhat hard to make a function that creates noise. Therefore I wonder if you can improve it by letting the machine learning function just sample some already created noise. That is. You add a noise sample vector to the input vectors. Making the vector size larger.

The idea is that if the output data has data that looks random. Then it could be an idea to input some similar random looking data. For the transfer function to sample from. I mean.

Below is a test

linearinput samplenoise

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Game Console Idea – User Generated Games On Physical Storage Casettes (Nintendo)

From the success of the raspberry pi we know that maker activety and creation is very important to people. There should not only be consumation of the products but also the possibility to change. To create. Or to learn to imagine.

The idea is to help gamers become involved in the creation process. One way that could happen is by letting them create their own games. With a game engine (gui). For that achievement factor the games could then be stored on Nintendo type cassettes. They would actually just be memory cards. But having a big container with printed images will make it much more fun.

So the new type of game console is one that lets users create their own games and ”print” them on cassettes. Also being able to put the physical device together is important.

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