This is an insightful article about what's wrong with Google as compared to Amazon, Microsoft, Apple and Facebook.
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Help! What precisely is "inductive bias"? Some ML researchers are in the opinion that the machine learning category of \u2018inductive biases\u2019 can allow us to build a causal understanding of the world. My Ladder of Causation says: "This is mathematically impossible". Who is right? 1/
— Judea Pearl (@yudapearl) February 14, 2021
I crucial step on the road towards AGI is a richer vocabulary for reasoning about inductive biases.
explores the apparent impedance mismatch between inductive biases and causal reasoning. But isn't the logical thinking required for good causal reasoning also not an inductive bias?
An inductive bias is what C.S. Peirce would call a habit. It is a habit of reasoning. Logical thinking is like a Platonic solid of the many kinds of heuristics that are discovered.
The kind of black and white logic that is found in digital computers is critical to the emergence of today's information economy. This of course is not the same logic that drives the general intelligence that lives in the same economy.
I like this short video about living in space. This is because it makes you realize the gaps in your knowledge when you turn off something (i.e. gravity) that you have always assumed to be present.
What does living in space do to the human body? pic.twitter.com/kzIlEEr7pp
— Tech Insider (@techinsider) December 20, 2020
Perhaps we can understand 'abstracting' better if we turn of many assumptions that we unconsciously carry around. Perhaps we need to get rid of the excess baggage that is confusing our thinking about abstraction.
Turning off gravity and living in space is a perfect analogy. We somehow have to turn off a cognitive process to understand the meaning of abstraction.
The first step to divorce ourselves from our habitual cognitive processes is to realize the pervasiveness of 'noun-thinking' .
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It was Ved Vyas who edited the eighteen thousand shlokas of Bhagwat. This book destroys all your sins. It has twelve parts which are like kalpvraksh.
In the first skandh, the importance of Vedvyas

and characters of Pandavas are described by the dialogues between Suutji and Shaunakji. Then there is the story of Parikshit.
Next there is a Brahm Narad dialogue describing the avtaar of Bhagwan. Then the characteristics of Puraan are mentioned.
It also discusses the evolution of universe.( https://t.co/2aK1AZSC79 )
Next is the portrayal of Vidur and his dialogue with Maitreyji. Then there is a mention of Creation of universe by Brahma and the preachings of Sankhya by Kapil Muni.
HOW LIFE EVOLVED IN THIS UNIVERSE AS PER OUR SCRIPTURES.
— Anshul Pandey (@Anshulspiritual) August 29, 2020
Well maximum of Living being are the Vansaj of Rishi Kashyap. I have tried to give stories from different-different Puran. So lets start.... pic.twitter.com/MrrTS4xORk
In the next section we find the portrayal of Sati, Dhruv, Pruthu, and the story of ancient King, Bahirshi.
In the next section we find the character of King Priyavrat and his sons, different types of loks in this universe, and description of Narak. ( https://t.co/gmDTkLktKS )
Thread on NARK(HELL) / \u0928\u0930\u094d\u0915
— Anshul Pandey (@Anshulspiritual) August 11, 2020
Well today i will take you to a journey where nobody wants to go i.e Nark. Hence beware of doing Adharma/Evil things. There are various mentions in Puranas about Nark, But my Thread is only as per Bhagwat puran(SS attached in below Thread)
1/8 pic.twitter.com/raHYWtB53Q
In the sixth part we find the portrayal of Ajaamil ( https://t.co/LdVSSNspa2 ), Daksh and the birth of Marudgans( https://t.co/tecNidVckj )
In the seventh section we find the story of Prahlad and the description of Varnashram dharma. This section is based on karma vaasna.
#THREAD
— Anshul Pandey (@Anshulspiritual) August 12, 2020
WHY PARENTS CHOOSE RELIGIOUS OR PARAMATMA'S NAMES FOR THEIR CHILDREN AND WHICH ARE THE EASIEST WAY TO WASH AWAY YOUR SINS.
Yesterday I had described the types of Naraka's and the Sin or Adharma for a person to be there.
1/8 pic.twitter.com/XjPB2hfnUC