Needs do not matter. History is full of thinkers falling into the trap of referring to needs as were they something real and distinct. But by referring to what people "need," you're really using rhetoric without substance. You are creating the illusion that your claims are
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Nice to discover Judea Pearl ask a fundamental question. What's an 'inductive bias'?
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.
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.
Excited we finally have a draft of this paper, which attempts to provide a 'unifying theory' of the long economic divergence between the Middle East & Western Europe
As we see it, there are 3 recent theories that hit on important aspects of the divergence...
1/
One set of theories focus on the legitimating power of Islam (Rubin, @prof_ahmetkuru, Platteau). This gave religious clerics greater power, which pulled political resources away form those encouraging economic development
But these theories leave some questions unanswered...
2/
Religious legitimacy is only effective if people
care what religious authorities dictate. Given the economic consequences, why do people remain religious, and thereby render religious legitimacy effective? Is religiosity a cause or a consequence of institutional arrangements?
3/
Another set of theories focus on the religious proscriptions of Islam, particular those associated with Islamic law (@timurkuran). These laws were appropriate for the setting they formed but had unforeseeable consequences and failed to change as economic circumstances changed
4/
There are unaddressed questions here, too
Muslim rulers must have understood that Islamic law carried proscriptions that hampered economic development. Why, then, did they continue to use Islamic institutions (like courts) that promoted inefficiencies?
5/
As we see it, there are 3 recent theories that hit on important aspects of the divergence...
1/
New CEPR Discussion Paper - DP15802
— CEPR (@cepr_org) February 14, 2021
Culture, Institutions & the Long Divergence@albertobisin @nyuniversity, Jared Rubin @jaredcrubin @ChapmanU, Avner Seror @SerorAvner @amseaixmars @univamu, Thierry Verdier @PSEinfohttps://t.co/lhs6AJb7jE#CEPR_DE, #CEPR_EH, #CEPR_ITRE pic.twitter.com/FtMzAELljJ
One set of theories focus on the legitimating power of Islam (Rubin, @prof_ahmetkuru, Platteau). This gave religious clerics greater power, which pulled political resources away form those encouraging economic development
But these theories leave some questions unanswered...
2/
Religious legitimacy is only effective if people
care what religious authorities dictate. Given the economic consequences, why do people remain religious, and thereby render religious legitimacy effective? Is religiosity a cause or a consequence of institutional arrangements?
3/
Another set of theories focus on the religious proscriptions of Islam, particular those associated with Islamic law (@timurkuran). These laws were appropriate for the setting they formed but had unforeseeable consequences and failed to change as economic circumstances changed
4/
There are unaddressed questions here, too
Muslim rulers must have understood that Islamic law carried proscriptions that hampered economic development. Why, then, did they continue to use Islamic institutions (like courts) that promoted inefficiencies?
5/