When we say that "an algorithm is biased" we usually mean, "biased people made an algorithm." This explains why so much machine learning prediction turns into phrenology.

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Accountancy is more likely to be mocked than celebrated (or condemned), but accountants, far more than poets, are the unacknowledged legislators of the world.

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Though "bean counters" are employed by firms, they are notionally bound by a professional code of ethics every bit as serious as the Hippocratic Oath: "count things honestly." Without an accurate accounting of quantities, you can't make good decisions on quality.

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Though accountancy concerns itself with counting things, it is inextricably bound up with the realm of ideas, and accounting conventions (how you account for things) are philosophical matters, not empirical ones.

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It's no coincidence that #ModernMonetaryTheory owes more to accountancy than it does to economics. Economic accounts of the economy have an unfortunate tendency to proceed from first principles, creating models based on pure reason, without checking in on the actual world.

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For example, neoclassical econ's "homo economicus," the rational value-maximizing actor who populated so many models; or economists' insistence on targeting inflation with interest rates; or treating national "debts" like they were household debts.

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If you think "It's not censorship unless the government does it," I want to change your mind.

It's absolutely true that the First Amendment only prohibits government action to suppress speech based on its content, but the First Amendment is not the last word on censorship.

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Here are some kinds of private speech-suppression that I think most of us can agree are censorship: when the John Birch Society burned mountains of rock records and novels - or when Tipper Gore's PMRC pressured record stores to drop punk, metal and rap albums.

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Or the Comics Code Authority, which signed up all comics publishers and retailers to block comics if they contained anything unfit for small children, which stunted American comics for generations while their European counterparts created entire sophisticated genres.

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Or MPAA ratings, in which a secret group of censors (falsely described as frequently rotated, randomly selected parents - really they're long-serving studio insiders) decides whether movies get NC-17 ratings and thus be blocked from nearly every screen in the country.

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(You can learn more about this from Kirby Dick's unmissable doc, "This Film Is Not Yet Rated," which documents both how the MPAA misleads the public about ratings, and uses them to block LGBTQ

Inequality requires narrative stabilizers. When you have too little and someone else has more than they can possibly use, simple logic dictates that you should take what they have.

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The forbearance exercised by the many when it comes to the wealth of the few isn't down to guards or laws - rather, the laws and the guards are effective because of the STORY, the story of why this is fair, even inevitable.

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Think of the story of monarchy and its relationship to the Church: the Church affirms that the monarch (and the aristocracy) was chosen by God ("dieu et mon droit") and the monarchy reciprocates by giving the Church moral and economic power within the kingdom.

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Capitalism replaced the story of divine will with a story of a self-correcting complex system: humans are born and raised with a variety of aptitudes and tastes, and at any moment, historical exigencies dictate that some individuals are better suited than others to do well.

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When it's railroad time, there are people who were born to oversee the laying of track and the coordination of rail networks: markets find those people, allocate capital to them, and allow them to mobilize that capital to produce shared prosperity for all of us.

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So it turns out that Google Chrome was making everything on my computer slow *even when it wasn’t running*, because it installs something called Keystone which is basically malware.

I made a website because this shouldn’t

Wired first reported on how bad Keystone was 11 years ago when they put it into Google Earth (they seem to put it in all their popular

The fact that Keystone hides itself in Activity Monitor is bizarre. (The only sign of it was excessive CPU usage of WindowServer which is a system process).

I don’t know if Google was doing something nefarious with Keystone, or a third party figured out how to (which Wired warned about). But either way, I’m not inclined to give Google-the-organization the benefit of the doubt (despite the many good people who work on Chrome)...

...since it's been a decade+ and this still hasn't been "fixed".

There is no reason for auto-update software to need to do what Chrome/Keystone was doing. It also has a long history of crashing Macs.

Facebook may well be exceptionally nasty and it’s leadership particularly deceitful, but the whole enterprise is the natural conclusion to an ad-powered social network. Ever greater surveillance, hyper targeting, and engagement baiting is what the basic incentives demand.

Facebook cannot change course. The best they can do is keep dishing out empty apologies, commit to inconsequential adjustments to its algorithms, and spend more money on positive PR and negative projection. The rot is at the core of its very being.

This is why we, consumers and citizens, must make the change for Facebook. Antitrust forcing a breakup of the business, and consumer revolt driving #DeleteFacebook. Zuckerberg will never conclude that what he built has become such a net negative for the world on his own.

That’s why its so tragic that WhatsApp sold out to Facebook in particular. Finally a challenger that had a different model and different ethics. But few would say no to $19B, which is why we need antitrust enforcers to do it for them.

1/ Thread: "A Silicon Valley Ponzi Scheme"

Thanks to @chamath for laying this out in Social Capital's 2018 annual letter.

I've always appreciated his outspokenness.

2/ The hardest thing for most startups today is the path to market: first finding product-market fit & a way to reach customers, then building a ruthless machine to acquire, monetize & retain them.

3/ Because of this, when the VC industry invests capital into fast growing startups today, the plurality (if not majority) of invested capital will go into user acquisition and ad spending, for better or worse— usually worse.

4/ Todays massive venture-backed advertising, sales, and user acquisition playbook has morphed into one that champions growth at any cost.

This is creating a big bill that will soon come due...

5/ Ad impressions and click-throughs are bid up to outrageous prices by startups flush with venture money, and prospective users demand more and more subsidized products to gain their initial attention.

An apostle was addressing his own members
If not for technology, you wouldn't be privy to his discussion with his members
He was sharing with them within the context of their understanding of his message, nature, and personality how he thrived in the middle of a season of casting

down
He mentioned what he achieved and even though it might sound like a boast, he was not boasting to you
He was boasting to his church members and as such, you cannot call it a boast
A father does not need to boast to his children and a shepherd surely does not need to boast to

his sheep
Newspapers needed a scandal and felt the message of the apostle was the right fit in their quest to get eyeballs
You read it and you began to insult the apostle
You, the son of a dog from Abatan refuse dump decided to drag an apostle on Twitter
Do you understand what it

means to be an apostle?
The angels working with an apostle are innumerable, they do not only work at his command, but they also work at his behest!
They are entrusted with the duty of ensuring that the Lordship of his office is respected by both spiritual and mundane entities

In the days of Jesus, many of the Pharisees and religious leaders treated his words and actions the same way many of the gutter bred stone casters with 100 Naira data and stolen or London used phone treated the words of the apostle
Jesus warned them at the time that they were

The Phantom of Heilbronn (or how for 16 years the German police hunted a serial killer who didn't exist)

(Thread, non sweary version here: https://t.co/iDOIhaFgIT)

Between the years of 1993 and 2009, police in Heilbronn, Germany were tracking just about the most elusive serial killer since Ted Cruz.

Known as the Phantom of Heilbronn, or occasionally The Woman Without A Face, she was implicated in so many crimes that the police eventually put out a reward of €300,000 for any information leading to her arrest.

The case that brought her to the media's attention and earned her two ridiculously badass nicknames

(honestly, if you don't want people to do murders you're going to have to come up with less glamorous nicknames - what's wrong with Jack Shitshispants or the Zodiac Cuck)