Supervised Virus Treatment – Boil salt and water together with toilet paper with some of your nose snot in. The idea is that water will learn what virus it is and instruct the salt residuals in the vapor to kill it. // Per

Supervised Virus treatment – From the set of first possibilities. You have to eat even if your sick. So the idea is to boil salt and water together with toilet paper with some of your nose snot in. The idea is that water will learn what virus it is and instruct the salt residuals in the vapor to kill it. // Per

Mega Battery idea – Fully connected battery. Extra connections between three batteries. Inspired by a simple multilayer perceptron machine learning model. To be able to better calculate its ion causality the battery needs more connections. // Per

Mega Battery idea – Fully connected battery. Extra connections between three batteries. Inspired by a simple multilayer perceptron machine learning model. To be able to better calculate its ion causality the battery needs more connections. // Per

Machine Learning Physics Guess – Could magnetic fields be filled with quantum particles. A way to create a fully connected network. Directed north south in a loop iteration. Calculating everything the forces should be able to do? // Per

Machine Learning Physics Guess – Could magnetic fields be filled with quantum particles. A way to create a fully connected network. Directed north south in a loop iteration. Calculating everything the forces should be able to do? // Per

Vertical take off Airplane Invention – Connect electric motors in series with loosely connected magnetic gears. The idea is to use magnetic forces to bypass one revolution if not in perfect sync? More adaptability means you can connect in series. Much more effective for the power

Vertical take off Airplane Invention – Connect electric motors in series with loosely connected magnetic gears. The idea is to use magnetic forces to bypass one revolution if not in perfect sync? More adaptability means you can connect in series. Much more effective for the power

Grid idea -Could ?unaccounted for grid energy losses be mitigated with irreversible filters. An electric generator connected an electric motor. The idea is that everything with electricity must be used to make the grid better. Battery, transformer, flywheel, motor, generators.

Grid idea -Could ?unaccounted for grid energy losses be mitigated with irreversible filters. An electric generator connected an electric motor. The idea is that everything with electricity must be used to make the grid better. Battery, transformer, flywheel, motor, generators.

Water Desalination Idea – If freshwater is the target. Then it ?must have an information signature that separates it from saltwater. For water itself to solve the problem of producing freshwater from the sea. «Freshwater information» // Per

Water Desalination Idea – If freshwater is the target. Then it ?must have an information signature that separates it from saltwater. For water itself to solve the problem of producing freshwater from the sea. «Freshwater information» // Per

Changed my Rpi4 today. Maybe it has a power issue, some undervoltage. With a official power adapter though. Disconnected the usb ssd to make sure and it still runs. Please hardware update the adapter. 300MB/s from SSD usb3 is pretty good to leave out. Manjaro rocks barryboot.

Changed my Rpi4 today. Maybe it has a power issue, some undervoltage. With a official power adapter though. Disconnected the usb ssd to make sure and it still runs. Please hardware update the adapter. 300MB/s from SSD usb3 is pretty good to leave out. Manjaro rocks barryboot.

Philippines Idea – I liked the collect trash for rice idea so I wonder if a collect trash for a raspberry pi 2, 3 or 4 could work. The idea is to teach office. Here Libreoffice. Write text documents and export to pdf cv, presentations, excel sheets. Basic computer knowledge. /Per

Philippines Idea – I liked the collect trash for rice idea so I wonder if a collect trash for a raspberry pi 2, 3 or 4 could work. The idea is to teach office. Here Libreoffice. Write text documents and export to pdf cv, presentations, excel sheets. Basic computer knowledge. /Per

Mega Machine Learning Physics – Circle Stochastic Voltages. Inspired by ML iteration. See what inventions can be made from voltages taken from a random set. Ex. np.random.choice([0,1,2,3,…,12]) and repeat that for the duration. // Per

Mega Machine Learning Physics – Circle Stochastic Voltages. Inspired by ML iteration. See what inventions can be made from voltages taken from a random set. Ex. np.random.choice([0,1,2,3,…,12]) and repeat that for the duration. // Per

Machine learning physics speculation – Can work be split into motion work and thought work. Guess based on that we need to think while we train. So efficiency or heat reduction is possible if material thinking got easier. Light, pressure, heat, vibration, forces. Easy for a brain

Machine learning physics speculation – Can work be split into motion work and thought work. Guess based on that we need to think while we train. So efficiency or heat reduction is possible if material thinking got easier. Light, pressure, heat, vibration, forces. Easy for a brain

Machine Learning progress – Superstable error correction. x = F.relu(self.l0(x)) x = F.relu(self.l1(x)) x = (self.l2(x)) c0 = F.relu(self.l3(x)) #corrections? By Per Lindholm c1 = F.relu(self.l4(x)) c2 = (self.l5(x)) return x,c0,c1,c2 F.mse(c0-yt,F.squared_error(c0,yt))

Machine Learning progress – Superstable error correction. x = F.relu(self.l0(x)) x = F.relu(self.l1(x)) x = (self.l2(x)) c0 = F.relu(self.l3(x)) #corrections? By Per Lindholm c1 = F.relu(self.l4(x)) c2 = (self.l5(x)) return x,c0,c1,c2 F.mse(c0-yt,F.squared_error(c0,yt))