Human themselves don't understand their own minds well as of now  ! 

The deeper issue is possibly:

How will Human create something(AI) effectively to mimic own minds that we also don't understand !

If we do, then that's really possible dangerous for human existence,if we create something that even we don't understand!

Hence, Human Intelligence and Artificial Intelligence have to go in right balance to maintain the efficacy! 

The basic problem of Economics

(Natural)Resources are limited ...finite, while Human wants are unlimited..infinite !

The mismatch between Unbounded and Bounded functions ! The real problem of Economics !

Human wants will have to remain under control to solve this mathematical problem ! 

AI Collapse Risk ! Self-Circularity: Human Intelligence Vs AI Intelligence

There is AI collapse risk if Humans stop thinking enough due to AI dependence ...in that case, AI models will get the training data generated by AI only leading to probably less reliable outcomes over the time !

The More Human Intelligence increases, tougher for AI would be , and better would be the performance of AI ! 

AI Collapse Risk ! Self-Circularity

There is AI collapse risk if Humans stop thinking enough due to AI dependence ...in that case, AI models will get the training data generated by AI only leading to probably less reliable outcomes over the time !

Observer and Observed are not possibly the Different Entities rather Same at deeper level !

Principles in Finance not Backtesting

Do you backtest in physics to move forward or learn mechanics principle,laws of a moving body then why not in finance ?

The Distribution of Human Logic itself ?

We need to think about the distribution of Human Logic itself ?

Alpha of Country'GDP Growth

Just like in financial markets, country's GDP growth should be measured in terms of Alpha. For example if a country is growing at 8% not all the 8% is country specific ....some components will be systemic based on global trends and some alpha components like in financial markets..

Alpha of Country'GDP like Alpha of Funds 

Game Theory : Mathematics : Group Vs Self Interest

The quote from "A Beautiful Mind," which refers to a concept from game theory, highlights that the best outcome for a group is achieved when individuals consider the group's interests alongside their own. Essentially, it critiques the notion that individual self-interest always leads to the best collective outcome. 

Elaboration:

The quote, often attributed to John Nash in the movie, is a variation of the Nash equilibrium concept in game theory. The core idea is that the best outcome for everyone in a group (or a "game") is achieved when each individual not only acts in their own best interest but also considers the best outcome for the entire group.

So, anyone who tries to maximize one's self interest without contributing to the group's collective interest is going to lose in the long run effectively ! It's quite mathematical !

Game Theory in Real Life : Mathematics

The quote from "A Beautiful Mind," which refers to a concept from game theory, highlights that the best outcome for a group is achieved when individuals consider the group's interests alongside their own. Essentially, it critiques the notion that individual self-interest always leads to the best collective outcome. 

Elaboration:

The quote, often attributed to John Nash in the movie, is a variation of the Nash equilibrium concept in game theory. The core idea is that the best outcome for everyone in a group (or a "game") is achieved when each individual not only acts in their own best interest but also considers the best outcome for the entire group.

So, anyone who tries to maximize one's self interest without contributing to the group's collective interest is going to lose in the long run ! It's quite mathematical !

God exists everywhere! It's mathematical !

Stress as a measure of Convexity!

The more stressful you are in market or otherwise your strategy more likely concave and more fragile, less convex ! 

Can AI/ML deal with Randomness and UnPredictability?

Time not always linear in mind psychologically!

Artifically Rich Naturally Poor or Naturally Rich Artificially Poor ?!

Stress as a measure of Convexity !

The more you are tressful, your strategy is less convex !? 

Globalization Paradox!?

More Globalization and more Protectionism ? 

Rising AI,Automation & Rising Human Population!! Where are we heading to ?

Future Doctors would be Engineers?!

Mathematics & Physics

Mathematicians often tend to move to the abstract world and get detached from the real-world and physicists trust them to evolve in real-world !? 😊

Science within Religion and Religion within Science ? !!

Even within Science, community people follow Religious in following certain theories ! Science is not a Noun, it's way of belief asking questions and Religion is also similarly following something passionately ! So, Within Religion, Scientific temperament may exist and vice versa !!

Simpson's Paradox in Statistics and Deeper Implications for Quantum Physics : Statistical Physics !

"Exists" ?

What is meant by "Exists" ?  

Life is Stochastic in forward Direction of Time but Deterministic backward !

Randomness in the Ultimate Truth not possibly fixed eternal !

Truth may not be certain and absolute fixed rather Randomness in Truth can also exist...varying...relative !

The Question of Benchmarking the Benchmarks ! Does Market Beat its own Market itself ?

The Question of Benchmarking the Benchmarks ! Does Market Beat its own Market itself ? The whole concept of Benchmarking and Market in Efficient Market Hypothesis is likely inconsistent ! 

There can be created N number of Benchmarks! 

Paradox of Consciousness and Russell's Paradox

I think the whole issue is -- The External Universe exists because of Human Observer's Consciousness or Human Consciousness exists because of the Universe ! I think it's quite possible that Circularity could exist..and possibly related to what also happens in Mathematical paradoxes !

Like in Russell's Paradox : A is subset of B and B is the subset of A...like Human Mind(A) exists within Universe(B) and Universe(B)exists within Human Mind(A) 

This can be possible that Human mind is itself Universe !! A=B ?!  They are not separate entities rather the same ! Inter al and External converge with each other as both are actually the same !

Artificial Intelligence rising : Natural Intelligence falling !?