nhaliday + ethical-algorithms   18

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december 2018 by nhaliday
Quis custodiet ipsos custodes? - Wikipedia
Quis custodiet ipsos custodes? is a Latin phrase found in the work of the Roman poet Juvenal from his Satires (Satire VI, lines 347–348). It is literally translated as "Who will guard the guards themselves?", though it is also known by variant translations.

The original context deals with the problem of ensuring marital fidelity, though it is now commonly used more generally to refer to the problem of controlling the actions of persons in positions of power, an issue discussed by Plato in the Republic. It is not clear whether the phrase was written by Juvenal, or whether the passage in which it appears was interpolated into his works.

...

This phrase is used generally to consider the embodiment of the philosophical question as to how power can be held to account. It is sometimes incorrectly attributed as a direct quotation from Plato's Republic in both popular media and academic contexts.[3] There is no exact parallel in the Republic, but it is used by modern authors to express Socrates' concerns about the guardians, _the solution to which is to properly train their souls_. Several 19th century examples of the association with Plato can be found, often dropping "ipsos".[4][5] John Stuart Mill quotes it thus in Considerations on Representative Government (1861), though without reference to Plato. Plato's Republic though was hardly ever referenced by classical Latin authors like Juvenal, and it has been noted that it simply disappeared from literary awareness for a thousand years except for traces in the writings of Cicero and St. Augustine.[6] In the Republic, a putatively perfect society is described by Socrates, the main character in this Socratic dialogue. Socrates proposed a guardian class to protect that society, and the custodes (watchmen) from the Satires are often interpreted as being parallel to the Platonic guardians (phylakes in Greek). Socrates' answer to the problem is, in essence, that _the guardians will be manipulated to guard themselves against themselves via a deception often called the "noble lie" in English_.[7] As Leonid Hurwicz pointed out in his 2007 lecture on accepting the Nobel Memorial Prize in Economic Sciences, one of Socrates' interlocutors in the Republic, Glaucon, even goes so far as to say "it would be absurd that a guardian should need a guard."[8] But Socrates returns to this point at 590d, where he says that _the best person "has a divine ruler within himself," and that "it is better for everyone to be ruled by divine reason, preferably within himself and his own, otherwise imposed from without."_[9]
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january 2018 by nhaliday
Book Review by John Derbyshire: Doesn’t Add Up
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
https://twitter.com/HoustonEuler/status/887479542360702977
My embedded opinion is that Cathy O'Neil frequently writes foolish things
She's a former mathematician/finance quant who dresses up a lot of progressive dogma with phony skepticism

http://www.vdare.com/tag/minority-mortgage-meltdown
http://www.slate.com/articles/business/moneybox/2008/10/subprime_suspects.html
http://voxeu.org/article/minority-mortgage-market-and-crisis

Causes of the Financial Crisis: https://spottedtoad.wordpress.com/2016/01/17/causes-of-the-financial-crisis/
Look, Wall Street was definitely a bad actor from 2000-2008. But the idea that they were solely responsible for the crisis has got to go. There were four main factors, in descending order:

a) A huge global savings glut that meant there were vast amounts of cash people were eager to lend out, combined with…

b) Enormous pressures to make use of all that money to increase lending and reduce standards for lower-income and minority households.

This book has some of the story, mostly focusing on the expansion and growing political power of Freddie and Fannie in the 1990s, but it really wasn’t any secret that reducing credit-worthiness (sorry, barriers to homeownership) was an explicit goal of the Clinton and Bush administrations and affiliated banks. Bush gave a long speech on these goals in mid-2002. Countrywide, led by Angelo Mozilo, pledged $600 billion in loans to low-income and minority homeowners in early 2003. Then, the Bush administration was bragging in late 2004 about the commitments they had elicited from lenders to expand low-income and minority lending by over $1 Trillion. Then, a few months later, in 2005, Countrywide, with a former HUD secretary on its board, released a press release bragging that they were going to increase their book of lending to minority and low-income households to $1 Trillion. Looking back on the crisis, liberal sociologists find, unsurprisingly, that subprime lending and the subsequent foreclosures were concentrated in minority households.
c) The efforts to extend massive amounts of credit to non-creditworthy families were abetted by fraud and irresponsible borrowing by those same households. See, for example, Atif Mian’s papers on widespread fraud in mortgage applications.
d) Bad actions by Wall Street (Inside Job is probably a good version of this.)

The idea that only d matters is just nuts.
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may 2017 by nhaliday
China invents the digital totalitarian state | The Economist
PROGRAMMING CHINA: The Communist Party’s autonomic approach to managing state security: https://www.merics.org/sites/default/files/2017-12/171212_China_Monitor_44_Programming_China_EN__0.pdf
- The Chinese Communist Party (CCP) has developed a form of authoritarianism that cannot be measured through traditional political scales like reform versus retrenchment. This version of authoritarianism involves both “hard” and “soft” authoritarian methods that constantly act together.
...
- To describe the social management process, this paper introduces a new analytical framework called China’s “Autonomic Nervous System” (ANS). This approach explains China’s social management process through a complex systems engineering framework. This framework mirrors the CCP’s Leninist way of thinking.
- The framework describes four key parts of social management, visualized through ANS’s “self-configuring,” “self-healing,” “self-optimizing” and “self-protecting” objectives.

China's Social Credit System: An Evolving Practice of Control: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3175792

https://news.ycombinator.com/item?id=12771302
https://twitter.com/Aelkus/status/873584698655735808
http://infoproc.blogspot.com/2017/06/face-recognition-applied-at-scale-in.html
The Chinese government is not the only entity that has access to millions of faces + identifying information. So do Google, Facebook, Instagram, and anyone who has scraped information from similar social networks (e.g., US security services, hackers, etc.).

In light of such ML capabilities it seems clear that anti-ship ballistic missiles can easily target a carrier during the final maneuver phase of descent, using optical or infrared sensors (let alone radar).

https://www.wsj.com/articles/the-all-seeing-surveillance-state-feared-in-the-west-is-a-reality-in-china-1498493020
https://twitter.com/0xa59a2d/status/880098750009659392
https://archive.is/zHmmE
China goes all-in on technology the US is afraid to do right.
US won't learn its lesson in time for CRISPR or AI.

https://www.acast.com/theeconomistasks/theeconomistasks-howdoyouwintheairace-
Artificial intelligence is developing fast in China. But is it likely to enable the suppression of freedoms? One of China's most successful investors, Neil Shen, has a short answer to that question. Also, Chinese AI companies now have the potential to overtake their Western rivals -- we explain why. Anne McElvoy hosts with The Economist's AI expert, Tom Standage

the dude just stonewalls when asked at 7:50, completely zipped lips

http://www.indiatimes.com/technology/science-and-future/this-scary-chinese-surveillance-video-is-serious-cause-for-concern-but-just-not-why-you-think-330530.html
What you’re looking at above is the work of SenseTime, a Chinese computer vision startup. The software in question, called SenseVideo, is a visual scenario analytics system. Basically, it can analyse video footage to pinpoint whether moving objects are humans, cars, or other entities. It’s even sophisticated enough to detect gender, clothing, and the type of vehicle it’s looking at, all in real time.

https://streamable.com/iyi3z

Even China’s Backwater Cities Are Going Smart: http://www.sixthtone.com/news/1001452/even-chinas-backwater-cities-are-going-smart

https://twitter.com/ctbeiser/status/913054318869217282
https://archive.is/IiZiP
remember that tweet with the ML readout of Chinese surveilance cameras? Get ready for the future (via @triviumchina)

XI praised the organization and promised to help it beef up its operations (China
Daily):
- "China will 'help ... 100 developing countries build or upgrade communication systems and crime labs in the next five years'"
- "The Chinese government will establish an international law enforcement institute under the Ministry of Public Security which will train 20,000 police for developing nations in the coming five years"

The Chinese connection to the Zimbabwe 'coup': http://www.cnn.com/2017/11/17/africa/china-zimbabwe-mugabe-diplomacy/index.html

China to create national name-and-shame system for ‘deadbeat borrowers’: http://www.scmp.com/news/china/economy/article/2114768/china-create-national-name-and-shame-system-deadbeat-borrowers
Anyone who fails to repay a bank loan will be blacklisted and have their personal details made public

China Snares Innocent and Guilty Alike to Build World’s Biggest DNA Database: https://www.wsj.com/articles/china-snares-innocent-and-guilty-alike-to-build-worlds-biggest-dna-database-1514310353
Police gather blood and saliva samples from many who aren’t criminals, including those who forget ID cards, write critically of the state or are just in the wrong place

Many of the ways Chinese police are collecting samples are impermissible in the U.S. In China, DNA saliva swabs or blood samples are routinely gathered from people detained for violations such as forgetting to carry identity cards or writing blogs critical of the state, according to documents from a national police DNA conference in September and official forensic journals.

Others aren’t suspected of any crime. Police target certain groups considered a higher risk to social stability. These include migrant workers and, in one city, coal miners and home renters, the documents show.

...

In parts of the country, law enforcement has stored DNA profiles with a subject’s other biometric information, including fingerprints, portraits and voice prints, the heads of the DNA program wrote in the Chinese journal Forensic Science and Technology last year. One provincial police force has floated plans to link the data to a person’s information such as online shopping records and entertainment habits, according to a paper presented at the national police DNA conference. Such high-tech files would create more sophisticated versions of paper dossiers that police have long relied on to keep tabs on citizens.

Marrying DNA profiles with real-time surveillance tools, such as monitoring online activity and cameras hooked to facial-recognition software, would help China’s ruling Communist Party develop an all-encompassing “digital totalitarian state,” says Xiao Qiang, adjunct professor at the University of California at Berkeley’s School of Information.

...

A teenage boy studying in one of the county’s high schools recalled that a policeman came into his class after lunch one day this spring and passed out the collection boxes. Male students were told to clean their mouths, spit into the boxes and place them into envelopes on which they had written their names.

...

Chinese police sometimes try to draw connections between ethnic background or place of origin and propensity for crime. Police officers in northwestern China’s Ningxia region studied data on local prisoners and noticed that a large number came from three towns. They decided to collect genetic material from boys and men from every clan to bolster the local DNA database, police said at the law-enforcement DNA conference in September.

https://twitter.com/nils_gilman/status/945820396615483392
China is certainly in the lead in the arena of digital-biometric monitoring. Particularly “interesting” is the proposal to merge DNA info with online behavioral profiling.

https://twitter.com/mr_scientism/status/949730145195233280
https://archive.is/OCsxs

https://www.techinasia.com/china-citizen-scores-credit-system-orwellian
https://www.theglobeandmail.com/amp/news/world/chinese-blacklist-an-early-glimpse-of-sweeping-new-social-credit-control/article37493300/

https://twitter.com/mr_scientism/status/952263056662384640
https://archive.is/tGErH
This is the thing I find the most disenchanting about the current political spectrum. It's all reheated ideas that are a century old, at least. Everyone wants to run our iPhone society with power structures dating to the abacus.
--
Thank God for the forward-thinking Chinese Communist Party and its high-tech social credit system!

https://en.wikipedia.org/wiki/Social_Credit_System

INSIDE CHINA'S VAST NEW EXPERIMENT IN SOCIAL RANKING: https://www.wired.com/story/age-of-social-credit/
http://www.wired.co.uk/article/chinese-government-social-credit-score-privacy-invasion

http://foreignpolicy.com/2017/05/24/chinese-citizens-want-the-government-to-rank-them/
The government thinks "social credit" will fix the country's lack of trust — and the public agrees.

To be Chinese today is to live in a society of distrust, where every opportunity is a potential con and every act of generosity a risk of exploitation. When old people fall on the street, it’s common that no one offers to help them up, afraid that they might be accused of pushing them in the first place and sued. The problem has grown steadily since the start of the country’s economic boom in the 1980s. But only recently has the deficit of social trust started to threaten not just individual lives, but the country’s economy and system of politics as a whole. The less people trust each other, the more the social pact that the government has with its citizens — of social stability and harmony in exchange for a lack of political rights — disintegrates.

All of which explains why Chinese state media has recently started to acknowledge the phenomenon — and why the government has started searching for solutions. But rather than promoting the organic return of traditional morality to reduce the gulf of distrust, the Chinese government has preferred to invest its energy in technological fixes. It’s now rolling out systems of data-driven “social credit” that will purportedly address the problem by tracking “good” and “bad” behavior, with rewards and punishments meted out accordingly. In the West, plans of this sort have tended to spark fears about the reach of the surveillance state. Yet in China, it’s being welcomed by a public fed up of not knowing who to trust.

It’s unsurprising that a system that promises to place a check on unfiltered power has proven popular — although it’s… [more]
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january 2017 by nhaliday
A computer program used for bail and sentencing decisions was labeled biased against blacks. It’s actually not that clear. - The Washington Post
How We Analyzed the COMPAS Recidivism Algorithm: https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm
Automatic Justice: http://www.theamericanconservative.com/articles/automatic-justice/
A.I. ‘BIAS’ DOESN’T MEAN WHAT JOURNALISTS SAY IT MEANS: https://jacobitemag.com/2017/08/29/a-i-bias-doesnt-mean-what-journalists-want-you-to-think-it-means/
When a journalist discusses bias, they typically do not mean it in the same manner that statisticians do. As described in the examples above, a journalist typically uses the term “bias” when an algorithm’s output fails to live up to the journalist’s ideal reality.
Machine Learning and Human Bias: https://www.youtube.com/watch?v=59bMh59JQDo
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november 2016 by nhaliday

bundles : techie

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