Nice to discover Judea Pearl ask a fundamental question. What's an 'inductive bias'?

Interesting to realize that the living things that lay the foundation of the biosphere are extremely robust as compared to the humans that are destroying the biosphere.

Seed can remain dry and dormant for ages only to reborn when provided the proper nutrients. In contrast, most animals require a continual living vessel to reconstruct itself from its DNA.

Evolution appears to constantly perform tradeoffs between robust organisms and organisms that are adaptable. Co-evolution makes possible the development of complex species as a consequence of robust organisms.

We exist as a consequence of the multitude of less complex individuals that make up our biosphere. We are in fact symbionts that are in constant cooperation with our microbiome. Absent our individual ecologies leads to death.

We are inseparable from our microbiome, we are inseparable from our societies, and we are inseparable from our biosphere. The biggest lie we are told is that as individuals, we are independent of our world.

"Three modes of evolution have thus been brought before us: evolution by fortuitous variation, evolution by mechanical necessity, and evolution by creative love." - C.S. Peirce 1893

These words were spoken prior to the discovery of quantum mechanics and computation. What if Peirce knew of these discoveries? If so, how would he have conceptualized these evolutionary modes differently?

I believe there is an extreme benefit in revisiting the writings of great minds in the past and refining them based on scientific discoveries that occurred only in their futures.

wrote the book "A New Kind of Science" that speculated how science would be different if computers existed prior to calculus.

In the same way, let me explore C.S.Peirce ideas of evolutionary philosophy from the vantage point of knowing of the discoveries of quantum physics and universal computation.

Chess may be a good analogy for explaining the difference between a descriptive model of reality and a generative model of reality.

A descriptive model of chess will describe the rules (i.e. initial setup, allowed moves, points per piece, objectives). This tells you how a chessboard might evolve and also narrows the combinations of realistic chess positions.

In contrast, a generative model involves the actual gameplay between competing players that follow the rules. It generates new styles and patterns. It establishes new strategies and tactics. It generates new openings, middle gameplay, and end game tactics.

A generative model is an evolutionary model that leads to emergent behavior. As a consequence, a master of chess is able to recall the layout of chess positions in a real game in an instant, yet is unable to remember pieces placed in random positions.

That is because causality is present in the movements of pieces in a chessboard. An intuitive system like the human mind is able to capture that causality as a means to understanding and recall.

Genes are to Evolution, Memes are to Culture, Dicenes are to General Intelligences.

Open-ended generative processes like evolution and human culture have a thing that is replicated and propagated by the process. For evolution, these are known as genes. For culture, these are known as memes.

It became obvious to me that there isn't an equivalent for individual brains. Is there something that is equivalent to this in general intelligent systems or biological brains?

I have come up with a term that describes these. The word I've invented is 'dicene'. This word is inspired by C.S. Peirce's dicent sign or dicisign. It is the combination then of dicent and gene, and thus dicene.

But why dicene over so many other possibilities like schemes, themes, intuitions, patterns, schemas, embeddings, attention, habits, explanations, ideas, meanings, representations, concepts, analogies, and lekta?

The Nature versus Nurture is a debate about scientific doctrine. It is a debate about the correct way of explanation for cognition.

The Representation versus Non-Representation shares the same debate. It is also about the correct way of explanation for cognition.

It is also the difference between thinking in nouns versus thinking in verbs. Nature and Representation have deep roots in Western thinking. It is a functionalist and reductionist way of thinking that meets its limits when analyzing complex adaptive systems.

It is perhaps due to this Western bias that concepts from the study of complex systems have had little traction in modern society. It is of course, more than a Western bias, but a human bias to seek out simple causal explanations of this world.

But the world is complex and messy. Spiral dynamics which is an evolutionary model of individuals and society explains how models of the world shape ourselves and our civilization.

The people can always be brought to the bidding...tell them they are being attacked, and denounce the naysayers for lack of patriotism and exposing the country to danger.

Hermann Goring

We've seen reports of Yoruba leaders asking President Buhari to stop the war and sack service chiefs immediately as a way of beginning restructuring.Our country is sitting on a keg of gunpowder they claim. Once again partisan hacks want to snatch victory from the jaws of defeat.

You see, when you are fighting small limited wars there is a natural inclination , on the part of politicians not directly impacted by the war to want to blow things out of proportion. There is a basic disconnection now in this country between the population and the war

....and i find it quite frankly. Frightening. Compared to what was obtainable 2015, the security situation in Nigeria has vastly improved yet the media ..and partisan hacks portray a much more pessimistic narrative.

Consider that in 2015 over 21 Local government areas and 2.6 million Nigerians were cut off from the rest of the country, under the administration of a caliphate in Nigeria for 16 months. A huge chunk of the northeast was no mans country.

@ImPranav_M @GunduHuDuGa That's a good qsn, if not a bit nuanced. Avataras are of many varieties and frankly, most of the classification is only for our understanding and not really binding on Paramatma Himself. We can take several approaches to understanding this. If you go by a Vedantic approach,+

@GunduHuDuGa Avatara means that which descends from an exalted state (Taara). Going by Upanishadic observaton of Purnam adham purnam idham, every manifestation of Bhagavan is indeed wholesome. In fact, Avataras usually happen when Iswara is propitiated with certain qualities already+

@GunduHuDuGa described in the Vedas by other Devatas. So, in order to please them, He assumes the form that best envisages the said Vaidika tatvam. For example, Varaha and Nrusimha avatars, though they have sthoola prayojanas, also exemplify the Tejovanna tatvam propounded by Upanishads.+

@GunduHuDuGa All these tatvams ultimately emanate from Him so whatever form He takes is indeed Purna. Now, one may ask then if that's the case, why such a distinction had to be made in the first place. That is because of upasana vidhis and understanding of how Bhagavad tatvam shines+

@GunduHuDuGa with each Leela being performed. Let's take Nrusimha avatar. The purpose of the avatar is neither to save Hiranyakasipu nor rescue Prahlada. For that He need not descend down as H's boons are applicable only for Brahman's creation and not Paramatma Himself.+

#Suven – Journey of my first 50 bagger…

I bought #Suven first in Apr 2013 around Rs 20…today after almost 7.5 years, its Rs 1000 (Suven pharma 920 adjusted for bonus + Suven Life 80)..CAGR of almost 68% for 7.5 years. I am fortunate to hold it throughout the journey and

1/n

add on multiple occasions on way up. Like to share my experience in this thread for everyone’s benefit..

First time I bought because I like the management focus on R&D. It had chosen the most difficult therapeutic area in pharma which is CNS and it was investing the cash

2/n

flow it used to earn from CRAMS. It also used to write off all the R&D expenses in the P&L instead of capitalizing it in BS. That gave me lot of comfort about management quality.

I kept on adding as funds keep coming. I remember giving a public presentation on Suven in

3/n

Mumbai at one analyst meet in Nov 2017 when it was trading at Rs 160. There was a huge call option embedded at that time in the form of SUVN-502. That would have been the blockbuster molecule if succeeded with market potential of $10 Bn plus..result was due in Dec 2019,

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I loaded around 250-300 knowing the value of CRAMS business itself is more than 300.

SUVN-502 failed in phase-II trials, stock was down 15% from 300 to 250 in a single day, I added heavily. it was largest allocation in my portfolio because I knew the value of CRAMS business

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The evils committed by Ravi Zacharias were enabled by a toxic organizational leadership that is evidenced by how these same leaders responded when confronted about the widespread and ongoing abuses being perpetrated by the namesake of the institution. 1/29

Please take time to read this piece by @DavideAFrench and the 26-page letter written by a first-hand witness. Here are just some of the excerpts: 2/29

"At one point, Ravi suggested to me that the Task Force “issue a statement that they [the Thompsons] are hooligans, they are scoundrels, they are thugs, they are serial extortioners.” If we didn’t do that, he told me, he would ask his attorney to do so on his behalf." 3/29

"...I distinctly recall Ravi & Sanj mocking the Thompsons’ marriage & scornfully predicting how soon Brad & Lori Anne would get divorced. “I predict their marriage won’t survive the year,” Ravi asserted with laughter. “A year?” replied Sanj. “I wouldn’t give it six months!” 4/29

"In 2017, in the early stages of his RICO against the Thompsons, Ravi would often invoke Kelly [his attorney], making statements such as “my attorney said we are going to crush them.”" 5/29