Universal Langauge for Alien

If we can't predict it, is it real?

My answer is 'no' at least in physics.

Goal is adopt Lambda Calculus in Renormalization Group.

For this, study about Automata, Integrability, and Quantum Field Theory is needed.

Exactly, generalize the process of calculating physical quantities, like classical dynamics+numerical analysis.

Most powerful example is NN-QFT correspondence.

This explain effective field theory by deep learning, both are maximal degree of freedom in each field(Physics, Regression).

When hidden layer become more larger, it close to gaussian process and it is same as free field theory.

So higher-energy physics needs more computational power.

We can understand like as 'more subtle perdiction need more computation' in numerical analysis.

The information that we deal is not continuous. Physical quantities can't be continuous.

However, mathematical tools that define physics defined on continuous and several statistical theorem theorem show physical quantities are continuous. 

Again, we have to remind 'number' is ideal concept, but computer is reality.

Data and processor is different from number and function.

(There can be different aspect like 'But mathematica solve equation and calculate exactly.', however, it can't predict physical experiment exactly either.)

First step is translate physics to data processing algorihm.

Next step is analize that process by comparing other process, by using math.

Last step is find that kind of process's limit, formular, and universal properties.