MCViewPoint

Opinion from a Libertarian ViewPoint

Doug Casey on the Rise of China… And What it Means for the World

Posted by M. C. on February 23, 2023

I hasten to point out that “Communist” China is not, in fact, communist. And it hasn’t been for 40 years. Its economic system is state corporatism, or fascism, very much on Mussolini’s model. It’s surprisingly similar to our own system, although with much more authoritarian, top-down control.

https://internationalman.com/articles/doug-casey-on-the-rise-of-china-and-what-it-means-for-the-world/

by Doug Casey

International Man: Lee Kuan Yew, the former leader of Singapore, once said:

“The size of China’s displacement of the world balance is such that the world must find a new balance.

It is not possible to pretend that this is just another big player. This is the biggest player in the history of the world.”

What is your take?

Doug Casey: China has united 1.4 billion people into a single political entity, so of course they have a lot of weight. But simply having masses of people under your political control doesn’t mean as much as it used to.

China would still be a poverty-stricken non-entity if it hadn’t been for the reforms that Deng Xiaoping made starting in 1980. Masses of uneducated, desperately poor peasants are more of a liability than an asset in the modern world. Deng transformed China’s economy into something that functions pretty much like those in the West. But now, Xi Jinping seems to be returning to the philosophy of Chairman Mao, with much more centralized control. That’s very negative for the country.

Secondly, China’s demographics are horrible. The average woman today only has 1.4 children. Low reproduction rates are to be expected when a society urbanizes. But China also had a draconian one-child policy starting in 1980 that only ended in 2015. That, and the fact the Chinese prefer males for cultural reasons, compounded the phenomenon.

Few people in the West realize that as a result of these things, the Chinese population is in steep decline. UN projections—which aren’t worth much but are still interesting—find that by the end of this century, their population could collapse to 600 or 700 million. And they’ll mostly be old people, so it’s not going to bounce back quickly.

I have real questions about whether China’s economic miracle of the last 40 years will continue. Perhaps it will even go into reverse. That’s because China’s huge transformation is the result of its adoption of some aspects of Western Civilization, which made the United States and Western Europe different from, and better than, any other countries in world history.

I think there are at least 12 characteristics that are underpinned the West. They are free thought, free speech, free markets, property rights, limited government, individualism, rationality, personal liberty, the concept of progress, privacy, the rule of law, and entrepreneurialism.

Humans everywhere understand their value and adhere to them sporadically, of course; without them civilization is impossible. But only the West made them integral to itself, as principles. They’re what made us unique.

International Man: Since 2013, China has been working on its Belt and Road Initiative, which stretches from East Asia to Europe. It’s primarily a trade network of seaports and railroads controlled by Beijing, reminiscent of the ancient Silk Road. So far, over 100 countries have signed on to the massive trade and infrastructure initiative.

What are its geopolitical and economic implications?

Doug Casey: In the short run, it’s resulted in a lot of profits for Chinese corporations and employment for the Chinese workers who are building these things. Locals are hired mostly for coolie labor—which I find amusing and ironic.

Everyone in the West seems to think the Chinese are going to take over the world. While I acknowledge China’s hyperbolic rise over the last 40 years, I question whether the Belt and Road won’t be a huge overreach. It could backfire for several reasons.

Number one, the benefits of the Belt and Road initiative are primarily political. It’s planned and run on the basis of politics, much more than economics. It’s basically a government boondoggle—about the biggest in history. Building infrastructure in unstable third-world countries is generally a sucker bet for lots of reasons; it’s likely to be shockingly unprofitable. It may lead to the bankruptcy of a lot of Chinese banks and corporations that are involved with it.

Number two, a lot of countries are starting to see it as Chinese neocolonialism. I think the natives are going to find the Chinese much more unpleasant colonial masters than the Europeans. Among other things, massive numbers of Chinese people are immigrating to Africa. It’s a guaranteed formula for conflict.

I suspect it’s going to end badly for the Chinese politically and economically, especially in Africa, which produces nothing but raw materials and poor people. When Europeans and Americans stop shipping billions in capital, technology, and food to the Dark Continent, the progress it’s made will go into reverse because its political and cultural mores are hopeless. That’s why the infrastructure in most places south of the Sahara—railroads, roads, waterways, utilities, you name it—have collapsed in the years since the Europeans left despite trillions in aid and investment. You can see it happening now in South Africa, which is by far the most advanced country on the continent. The Chinese will be even less successful than the Europeans.

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The War on Insensitivity

Posted by M. C. on February 22, 2023

As for the Roald-Dahl dust-up, what will happen now (and what is currently happening) is that A-list authors, journalists, and other official mouthpieces of the global-capitalist Simulation of Culture will make a big stink for a couple days, and then Penguin Random House and the other “big-five” publishers will go on “sensitivity-editing,” and “authenticity-editing,” and otherwise aggressively homogenizing mainstream literature until it won’t really matter which books you read because they will all be minor variations of each other that will resemble nothing so much in their utterly soul-deadening, interchangeable blandness as the lobbies of corporate offices.

CJ Hopkins

https://open.substack.com/pub/cjhopkins/p/the-war-on-insensitivity?utm_source=share&utm_medium=android

So, here’s a “conspiracy theory” for you. This one is about the global-capitalist thoughtpolice and their ongoing efforts to purge society of “insensitivity.” Yes, that’s right, insensitivity. If there is anything the global-capitalist thoughtpolice can’t stand, it is insensitivity. You know, like making fun of ethnic or religious minorities, and the physically or cognitively challenged, and alternatively gendered persons, and hideously ugly persons, and monstrously fat persons, and midgets, and so on.

The global-capitalist thoughtpolice are terribly concerned about the feelings of such persons. And the feelings of other sensitive persons who are also concerned about the feelings of such persons. And everybody’s feelings, generally. So they’re purging society of any and all forms of literary content, and every other form of content, that might possibly irreparably offend such persons, and persons concerned about the feelings of such persons, and anyone who might feel offended by anything.

By now, I assume you have seen the news about the “sensitivity editing” of Roald Dahl, the author of books like James and the Giant Peach, Charlie and the Chocolate Factory, The Witches, The Twits, and numerous others. What happened was, Dahl’s publisher, Puffin Books, hired a little clutch of “sensitivity editors” to substantively rewrite his books, purging words like “fat” and “ugly,” and Dahl’s descriptions of characters as “bald” and “female,” and inserting their own ham-handed, “sensitized” language.

What you may not be aware of is that Puffin Books is a children’s imprint of Penguin Random House, a multi-national conglomerate publishing company and a subsidiary of Bertelsmann, a nominally German but in reality global media conglomerate. Penguin Random House is one of the so-called “big five publishers” that control approximately 80% of the retail book market. The other four are Simon & Schuster, Macmillan, Hachette, and HarperCollins.

Together, these five corporate behemoths, with their hundreds of divisions, publishing groups, and imprints (e.g., Puffin Books), control the majority of what everyone reads. Pull a few books off your bookshelves at random and look up the imprints to see how many are owned by one of the “big five” publishers or one of their divisions or publishing groups.

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Former Biden nominee says US creating Israel ‘litmus test’ after rescinding human rights post | Middle East Eye

Posted by M. C. on February 22, 2023

Human rights lawyer James Cavallaro warns Biden administration’s decision is contributing to pattern of censoring speech critical of Israel

Remember when congress invited Netanyahu take Obama to task in a speech before congress? It makes you wonder who is pulling the strings.

https://www.middleeasteye.net/news/litmus-test-israel-us-academic-criticises-rescinding-human-rights-nomination

After having his nomination to an independent international human rights post rescinded by the Biden administration, US academic James Cavallaro has warned that the Biden administration is contributing to a pattern of cracking down on speech critical of Israel.

“I’m used to being attacked for doing human rights work. I would say it’s at a minimum disconcerting to feel that I’m being attacked by my own government for defending human rights, but unfortunately, I’ve hit a raw nerve,” Cavallaro said in an interview with Middle East Eye on Tuesday.

“Now you have a litmus test – think about this – you have a litmus test on Israel-Palestine for independent experts in human rights bodies in the western hemisphere.”

Cavallaro is a human rights lawyer who has taught at top American law schools, including Harvard and Stanford, and he currently teaches at Yale and UCLA. He was originally nominated by the State Department on 10 February for a position on the Inter-American Commission on Human Rights (IACHR), referring to both north and south America.

It was not a guarantee that he would be selected, since a seat on the commission requires a vote from all members of the Organization of American States (OAS), but the State Department told Cavallaro they wanted him to be the US nominee.

‘Criticise Israel, you can be cancelled’: Outrage after former HRW chief denied Harvard fellowship

Read More »

The position appeared to be a natural fit for Cavallaro, given his extensive experience and work on human rights in Latin America over the past several decades. He opened a Human Rights Watch office in Rio de Janeiro, Brazil, and previously worked in groups opposing rights abuses by the government of former Chilean leader Augusto Pinochet.

He had also already served on IACHR, serving as president from 2016 to 2017, under the Barack Obama administration. 

“When they nominated me in 2013, what the folks inside State told me is one of the reasons we’re nominating you is because you’re very distant from US government,” he told MEE.

But just several days after his nomination was announced this month, Cavallaro said he received a message from Algemeiner, a New York-based news website, asking him to comment on past social media posts.

The news site had found a number of tweets Cavallaro wrote, in which he called Israel an apartheid state and also said that Hakeem Jeffries, the House minority leader, was “bought” and “controlled” by the Israeli lobby.

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Dailywire Article-January 6 Panel Chairman Issues Warning Over Tucker Carlson Getting Tapes

Posted by M. C. on February 22, 2023

The only security risk is to Pelosi/DNC and the warfare party.

https://www.dailywire.com/news/january-6-panel-chairman-issues-warning-over-tucker-carlson-getting-tapes

By  Daniel Chaitin

The chairman of the n0w-defunct January 6 Committee warned of the “potential security risks” of U.S. Capitol security footage being released to the media.

Rep. Bennie Thompson (D-MS) issued a statement hours after Axios broke the news that House Speaker Kevin McCarthy (R-CA) gave Fox News host Tucker Carlson access to 41,000 hours of Capitol surveillance footage from the Jan. 6, 2021 — the day a crowd of people entered the U.S. Capitol, disrupting lawmakers who were meeting to certify President Joe Biden’s 2020 election victory.

“When the Select Committee obtained access to U.S. Capitol Police video footage, it was treated with great sensitivity given concerns about the security of lawmakers, staff, and the Capitol complex,” Thompson said.

“Access was limited to members and a small handful of investigators and senior staff, and the public use of any footage was coordinated in advance with Capitol Police. It’s hard to overstate the potential security risks if this material were to be used irresponsibly,” he added.

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CDC Alters Webpage Days after East Palestine Train Derailment to Make Vinyl Chloride Look Less Toxic – Site Title

Posted by M. C. on February 22, 2023

What next? Railroads and Vinyl Chloride makers get forever liability protection just like covid vaccine makers?

https://sevenwop.home.blog/2023/02/20/cdc-alters-webpage-days-after-east-palestine-train-derailment-to-make-vinyl-chloride-look-less-toxic/

Posted by Madge Waggy

CDC Alters Webpage Days after Ohio Train Derailment

Made Vinyl Chloride Look Less Toxic

Archives of a CDC webpage show that for the first time in 9 years, the agency edited toxicity information on vinyl chloride just days after Ohio train derailment—but HHS and the EPA are in on it too.

Reports are circulating on Twitter with claims the Centers for Disease Control and Prevention (CDC) changed its guidelines on vinyl chloride days before the toxic release of chemicals in East Palestine, Ohio. But the reality is that the CDC was not the only agency involved, and the timing of the changes is in question.

The Department of Health and Human Services (HHS), Environmental Protection Agency (EPA), and CDC worked together in a coordinated effort to alter vinyl chloride’s toxicity guidelines shortly before and after the train derailment in Ohio that released 1.1 million pounds of toxic chemicals into the air, soil and water to make the chemical look less harmful.

In addition, just three months ago, East Palestine adopted a pilot program to respond to emergency events where digital IDs were given to residents to track long-term health problems like “difficulty breathing.”

Timeline: (1) HHS and the CDC, in coordination with the EPA, publish an update to the vinyl chloride toxicity profile in January 2023 for the first time in 17 years. (2) Digital IDs on Jan. 26 are rolled out to East Palestine and a nearby township. (3) Train derails on Feb. 3 in East Palestine, Ohio, and a million pounds of highly toxic and potentially lethal vinyl chloride are released into the environment. (4) CDC alters its webpage on or around Feb. 6, 2023, on vinyl chloride, omitting key sections on toxicity. This webpage had not been reviewed for nine years. (5) Health and environmental officials deem the area safe. (6) Lawsuits are filed.

HHS, in January 2023, published a 293-page document called “Toxicological Profile of Vinyl Chloride,” which was prepared in accordance with guidelines developed by the Agency for Toxic Substances and Disease Registry (ATSDR) and the EPA.

The original guidelines on vinyl chloride were published in the Federal Register in August 1989 and were (prior to Jan. 2023) most recently updated in 2006. So for 17 years, the toxicological profile of vinyl chloride had not been altered.

According to HHS, the ATSDR peer-reviewed toxicological profile of vinyl chloride “succinctly characterizes” its toxicologic and adverse health effects—and identifies available toxicological information, epidemiologic evaluations and the level of exposure that presents a significant risk to human health.

ATSDR toxicological guidelines are published by the CDC under the auspices of HHS and drafted in coordination with the EPA.

The CDC’s FAQ webpage for vinyl chloride was recently modified as well. An archived version captured three days after the East Palestine train derailment shows a longer, more detailed FAQ section on vinyl chloride that included a section on the dangers of the chemical in children, recommendations made by the federal government to protect human health and a lower level of lethal exposure.

A current version of the same webpage omits this information, expands the level of human exposure (meaning you can suddenly be exposed to more of a highly toxic substance before you experience detrimental effects and includes a laughable new section on how to protect yourself and your family from vinyl chloride.

Here is a screenshot of the Feb. 6, 2023, archived version of the CDC’s FAQ webpage on vinyl chloride captured three days after the East Palestine train derailment. Notice on the right-hand side of the page it includes the sections “How can vinyl chloride affect children?” and “Has the federal government made recommendations to protect human health?”

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Covid Jab Gets Permanent Liability Protection as Predicted – LewRockwell

Posted by M. C. on February 22, 2023

This is what happens when the Constitutional requirement that laws are made by Congress only is ignored.

What’s worse, vaccines on the childhood vaccination schedule are typically covered under the National Vaccine Injury Compensation Program (NVICP), but the COVID shot isn’t.

https://www.lewrockwell.com/2023/02/joseph-mercola/covid-jab-gets-permanent-liability-protection-as-predicted/

Well, as predicted, the COVID shots have now received a permanent liability shield against injury and death.

October 20, 2022, the U.S. Centers for Disease Control and Prevention’s Advisory Committee on Immunization Practices (ACIP) unanimously (15-0) voted to add unlicensed COVID-19 shots to the U.S. childhood, adolescent and adult vaccine schedules.1,2 At the time, the panel justified its decision by saying that “it makes sense” to add the shots since COVID-19 has become endemic and is not going away.

February 9, 2023, the CDC accepted the panel’s recommendation and officially added a primary series of mRNA COVID “vaccine” to its routine immunization schedules for children and adults, plus a bivalent booster.3,4 As reported by The Defender:5

“Although the CDC does not have the authority to set requirements itself, the agency’s immunization schedule provides formal guidance for state and local public health officials who set the rules for which vaccines are required to attend school. The schedule also is the basis for vaccine recommendations made by most physicians.

‘Given all that we have learned about the dangers and ineffectiveness of COVID-19 shots over the last two years, it is horrifying to see the CDC now recommend this as a routine shot to children,’ Mary Holland, Children’s Health Defense (CHD) president and general counsel told The Defender. ‘Although it is unsurprising given the agency capture, it is nonetheless tragic,’ she added.”

Summary of the CDC’s New COVID Jab Guidelines

The following infographics illustrate the CDCs new guidelines:6,7,8

While the addition of the COVID shots to the recommended vaccination schedule does not make the jabs mandatory for school attendance, their inclusion allows states and local jurisdictions to make them so.

Can FDA Legally Add EUA Jab to Vaccine Schedule?

Importantly, any and all COVID shots administered in the U.S. are Emergency Use Authorized only, which appears to be in breach of the law. While the U.S. Food and Drug Administration granted full approval to Pfizer’s Comirnaty for people 12 years old and over, Comirnaty is still not available in the U.S.

As noted by The Defender, this means “all children who get the Pfizer vaccine are getting an EUA product,”9 and by law, all EUA products are considered “experimental.”10 At the end of August 2021, the Children’s Health Defense sued11,12 the FDA for violation of federal law by simultaneously licensing Comirnaty and extending EUA for the Pfizer-BioNTech jab.

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Hunter Asks Dad To Pick Up His Paycheck As Long As He’s In Kyiv

Posted by M. C. on February 21, 2023

WORLD·Feb 20, 2023 · BabylonBee.com

https://babylonbee.com/news/hunter-asks-dad-to-pick-up-his-paycheck-as-long-as-hes-in-kiev

KYIV — President Biden paid a visit to Ukraine to reaffirm America’s unwavering commitment to the country’s democracy, sovereignty, and military-industrial complex while also picking up a few things Hunter asked about, including his paycheck.

The Babylon Bee has acquired a recording of the exchange between Biden and his adolescent son, Hunter, just before the trip:

HUNTER: Yo, Pops, how’s it hangin’?

BIG GUY: Eh? What now? Which kid are you?

HUNTER: Hilarious, Dad. Hey, can you pick up my paycheck while you’re in Kyiv? I’m swamped this week. *SNORT* Big art show coming up. *SNORT*

BIG GUY: Sure thing, Herman.

HUNTER: Thanks, Dad, you’re the best. Also, I have a package waiting for me there. Could you pick that up too?

BIG GUY: Squirrel wizard.

HUNTER: K, cool. Brown paper package. Guy named Borysko the Blade has it.

BIG GUY: Baboonsky the Bard. Got it.

HUNTER: Just go to the address written in your notebook —

BIG GUY: Yum

HUNTER: Stop eating it; you need that address.

BIG GUY: Papa hungry. NURSE!

HUNTER: One more thing I need you to pick up. A busload of, um, ladies of the night.

BIG GUY: Janitorial staff?

HUNTER: No, bawdy tarts.

BIG GUY: Fruit snacks?

HUNTER: Forbidden women. Brazen hussies.

BIG GUY: Oh, town girls? Gotcha. Atta boy, son. Smartest guy I know.

At publishing time, Air Force One’s return flight had been delayed while President Biden waited for Zelensky to sign his son’s paycheck.

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Blinken Accuses Beijing of “Considering” Arming Moscow Without Evidence | The Libertarian Institute

Posted by M. C. on February 21, 2023

diplomat
  1. One, such as an ambassador, who has been appointed to represent a government in its relations with other governments.
  2. One who uses skill and tact in dealing with others.

Skill and Tact! You will have to go back a century or two find competent secretary of state.

https://libertarianinstitute.org/articles/blinken-accuses-beijing-of-considering-arming-moscow-without-evidence/

by Connor Freeman

Amid simmering tensions between Washington and Beijing, Secretary of State Antony Blinken met with his Chinese counterpart Wang Yi at the Munich Security Conference on Saturday. After the White House ordered the military to shoot down a Chinese balloon which floated over the continental United States, there was a major breakdown in diplomacy. Previously, US officials suggested Blinken would take advantage of the opportunity to help de-escalate the situation and reach some quasi-détente. Instead Blinken confronted Wang over the balloon incident and warned China against providing weapons to Russia for use in its war with Ukraine.

“This was an opportunity to speak very clearly and very directly about the fact that China sent a surveillance balloon over our territory, violating our sovereignty, violating international law. And I told him quite simply that that was unacceptable and can never happen again,” Blinken told NBC’s “Meet The Press.” Without providing further details on the meeting, Blinken said “I can tell you, no, there was no apology.”

After the Pentagon announced a Chinese balloon had entered U.S. airspace and that it posed no threat to Americans, Blinken canceled his long planned trip to China where he would have met with Wang and possibly President Xi Jinping.

Though the Department of Defense claims – without evidence – that it was a surveillance device, Beijing maintains that it was a meteorological balloon, for civilian purposes only, and that it entered US airspace as a result of abnormal weather. Last week, the Washington Post also reported that unexpected weather blew the balloon off course, adding US intelligence and military agencies had tracked the balloon since it was launched from Hainan Island, China’s southernmost province.

They expected the balloon to travel over to Guam, where the Marine Corps is opening new bases as part of Washington’s “Asia Pivot,” a policy launched during the Barack Obama administration to encircle China in preparation for a future war, the largest military buildup since World War II.

The balloon was shot down by a F-22 on February 4th, after which Pentagon Chief Lloyd Austin was declined a call with his Chinese counterpart. On Wednesday, Chinese Foreign Ministry spokesman Wang Wenbin declared Washington’s actions have “had a grave impact on the efforts and progress made by China and the US in stabilizing bilateral relations” since President Joe Biden met with XI in Bali last fall. Beijing also said that at least 10 US high-altitude balloons have flown over its territory since last year.

Wang also pointed to the heavy American military presence in waters surrounding China, saying “US military vessels and aircraft conduct frequent close-in reconnaissance on China, including 657 sorties last year and 64 sorties in January this year in the South China Sea alone, which seriously undermines China’s national security and regional peace and stability.”

Blinken says he emphasized Washington’s “deep concern” over information he claims the US has that shows China is considering providing “lethal assistance” to Moscow as well. “We’ve been watching this very, very closely. And, for the most part, China has been engaged in providing rhetorical, political, diplomatic support to Russia, but we have information that gives us concern that they are considering providing lethal support to Russia in the war against Ukraine.”

“We see China considering this. We have not seen them cross that line,” he asserted. “We are concerned that this is something that China was not doing for many months but may be considering now,” adding if China crosses that line it could spark a “new Cold War.”

Blinken said the US is only sharing this intelligence with allies right now and implied it reveals a sudden shift in China’s posture regarding the war in Ukraine. In response to a question about how “lethal” support is defined, Blinken clarified “everything from ammunition to the weapons themselves.”

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Ron Paul’s Speech From Rage Against The War Machine Rally

Posted by M. C. on February 21, 2023

https://rumble.com/v2a5df0-ron-paul-speech-rage-against-the-war-machine-rally.html

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Of Two Minds – What ChatGPT and DeepMind Tell Us About AI

Posted by M. C. on February 21, 2023

At this stage it appears ChatGPT is to intelligence as CNN is to news.

https://oftwominds.cloudhostedresources.com/?ref=https%3A%2F%2Fwww.lewrockwell.com%2F&url=https%3A%2F%2Fwww.oftwominds.com%2Fblogfeb23%2FAI2-23.html

What’s interesting is the really hard problem AI has not been applied to is how to manage these technologies in our socio-economic-cultural system.
The world is agog at the apparent power of ChatGPT and similar programs to compose human-level narratives and generate images from simple commands. Many are succumbing to the temptation to extrapolate these powers to near-infinity, i.e. the Singularity in which AI reaches super-intelligence Nirvana.
All the excitement is fun but it’s more sensible to start by placing ChatGPT in the context of AI history and our socio-economic system.
I became interested in AI in the early 1980s, and read numerous books by the leading AI researchers of the time.
AI began in the 1960s with the dream of a Universal General Intelligence , a computational machine that matched humanity’s ability to apply a generalized intelligence to any problem.
This quickly led to the daunting realization that human intelligence wasn’t just logic or reason; it was an immensely complex system that depended on sight, heuristics (rules of thumb), feedback and many other subsystems.
AI famously goes through cycles of excitement about advances that are followed by deflating troughs of realizing the limits of the advances.
The increase in computing power and software programming in the 1980s led to advances in these sub-fields: machine vision, algorithms that embodied heuristics, and so on.
At the same time, philosophers like Hubert Dreyfus and John Searle were exploring what we mean by knowing and understanding , and questioning whether computers could ever achieve what we call “understanding.”
This paper (among many) summarizes the critique of AI being able to duplicate human understanding: Intentionality and Background: Searle and Dreyfus against Classical AI Theory .
Simply put, was running a script / algorithm actually “understanding” the problem as humans understand the problem?
The answer is of course no.
 The Turing Test –programming a computer to mimic human language and responses–can be scripted / programmed, but that doesn’t mean the computer has human understanding. It’s just distilling human responses into heuristics that mimic human responses.
One result of this discussion of consciousness and understanding was for AI to move away from the dream of General Intelligence to the specifics of machine learning.
In other words, never mind trying to make AI mimic human understanding, let’s just enable it to solve complex problems.
The basic idea in machine learning is to distill the constraints and rules of a system into algorithms, and then enable the program to apply these tools to real-world examples.
Given enough real-world examples, the system develops heuristics (rules of thumb) about what works and what doesn’t which are not necessarily visible to the human researchers.
In effect, the machine-learning program becomes a “black box” in which its advances are opaque to those who programmed its tools and digitized real-world examples into forms the program could work with.
It’s important to differentiate this machine learning from statistical analysis using statistical algorithms.
For example, if a program has been designed to look for patterns and statistically relevant correlations, it sorts through millions of social-media profiles and purchasing histories and finds that Republican surfers who live in (say) Delaware are likely to be fans of Chipotle.
This statistical analysis is called “big data” and while it has obvious applications for marketing everything from candidates to burritos, it doesn’t qualify as machine learning.

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