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Cory Doctorow #BLM
@doctorow 4 years, 3 months ago 427 views

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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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Researchers with phrenological delusions ask machines to find statistical correlates of personalities or emotions, and machines dutifully provides them. It's high-stakes, machine-human collaborative apophenia, detecting patterns where none exist.

https://t.co/2b0IkQrI62

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Regrettably, this junk science gets published in respected journals. In 2017, @nature published a study by Stanford's Michal Kosinski claiming that machine learning could detect the facial correlates of homosexuality, creating an alleged AI gaydar.

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Unsurprisingly, Kosinski's study spectacularly failed to replicate. But as is so often the case, the blockbuster finding gets all the press, the careful replication work that calls it into doubt is roundly ignored.

https://t.co/J4rd6nLA4n

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Kosinski hasn't given up on AI phrenology. His lab's latest paper (published by Nature...again!) claims that he can detect political affiliation from social media photos.

https://t.co/kNPJ4vOwEr

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Spoiler: he can't.

What his system is most likely detecting is certain conventions in poses and expressions that are used in different political subcultures. Resting Karen face, basically.

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Unfortunately, this claim is being credulously reported in the tech press as true, even as the writer notes that this ML system barely outperforms random chance.

https://t.co/z1nkFFod3H

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Scientific racism has been with us for centuries. It's enjoying a renaissance today, driven in part by the neophrenologists of the ML world. They are the modern descendants of the caliper-wielding eugenicists of yore.

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To understand the genomic science that refutes all of this nonsense, you can read @AdamRutherford's brilliant, short, witty, vastly informative book HOW TO ARGUE WITH A RACIST. You'll be glad you did.

https://t.co/bPO3y5CzIX

9/

Image:
Cryteria (modified)
https://t.co/ICebVcdH1f

CC BY:
https://t.co/5YJhpDj3vT

eof/

More from Cory Doctorow #BLM

Cory Doctorow #BLM
@doctorow

When a new president is sworn in, they gets told a lot of secret stuff - launch codes, backup plans, etc. But one of the best-kept presidential secrets is the "Enemies Briefcase," a collection of "presidential emergency action documents" (PEADs).

https://t.co/A6Jh3Gkip7

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These aren't just revelations about the fallback plans for things like a nuclear strike - they are a meticulously maintained collection of emergency authorities that the administrative branch claims it is entitled to.

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These authorities are analyzed in legal memos that give the president to unilaterally declare an emergency "imposing martial law, suspending habeas corpus, seizing control of the internet, imposing censorship, and incarcerating so-called subversives."

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The PEADs were incredibly well-kept secrets, known only through fragmentary redaction failures, appropriaions and declassifications...Until Trump starting bragging on 'em:

"I have the right to do a lot of things that people don’t even know about." -Donald J Trump

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PEADs are particularly ominous given how many non-secret emergency powers the president has - more than 100 powers granted by Congress and never rescinded, dating back to the Civil War, from freezing bank accounts to deploying troops domestically.

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Cory Doctorow #BLM
@doctorow

While many Amazon warehouse workers in Europe have unionized, its brutalized, underpaid, routinely maimed US workforce remains tragically unorganized, thanks to the US's weak labor laws that make forming a union far harder than at any time since the Gilded Age.

1/

But all that may be about to change: 6000 warehouse workers in #BHM1, the massive Amazon warehouse in Bessemer, AL, will vote next month on a push to unionize under the

Amazon, like other tech giants, is absolutely reliant on building and maintaining a competitive advantage by exploiting technology to drive wages ever downward while ducking responsibility for harming workers.

3/

Big Tech is pants-wettingly afraid of unionization, and that goes double for any solidarity between high-paid tech workers and misclassified/outsourced warehouse workers and other "unskilled" laborers.

4/

Amazon has gone so far as to hire the Pinkertons, renowned as some of history's most violent anti-worker terrorists, to bust unionization drives in its

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Cory Doctorow #BLM
@doctorow

The Night of the Short Fingers saw many of the US's largest tech companies blocking Trump and trumpist platforms like Parler, provoking a storm of punditry about What It All Means for the tech companies to have taken this content moderation step.

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The best expert I know on the subject is @jilliancyork, my @eff colleague. She's published "an ongoing list" of "everything pundits are getting wrong about this current moment in content moderation."

You should read it.

Here's some highlights:

“Deplatforming Trump sets a precedent."

York: "The only 'precedent' set here is that this is indeed the first time a sitting US president has been deplatformed by a tech company."

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But political leaders around the world have already received this treatment: Lebanon, Burma, etc. Even the reach of the deplatforming is nothing new: last summer's US Iran ban saw blocks of everything, up to and including Etsy listings for "Persian dolls."

4/

Cory Doctorow
@doctorow

It's been eight years since @aaronsw took his own life. Aaron had been charged with 13 felonies under the Computer Fraud and Abuse Act (#CFAA) for violating the terms of service on the @JSTOR database of scholarly articles.

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Prosecutors Stephen Heymann and Carmen Ortiz didn't dispute that Aaron was allowed to access the articles he retrieved. Rather, they said that the WAY he accessed them (using a script instead of clicking on links) was a terms-of-service violation and hence a crime.

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In other words: any business could conjure a felony out of thin air by making you click through an unreadable garbage-novella of legalese proscribing the use of a service they granted you access to. Violate any of those terms and you face a prison sentence.

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This isn't law as we know it, it's Felony Contempt of Business Model, and the most alarming thing was that this interpretation of the CFAA wasn't completely ridiculous, given how badly drafted that law is.

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Ronald Reagan signed CFAA into law. Fed prosecutors had been seeking broad authority to punish "hacking" and had drawn up an absurdly broad definition of cybercrime that would give them latitude to go after anyone they didn't like.

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Cory Doctorow #BLM
@doctorow

2018 was almost the year we won the #RightToRepair.

Instead, 2018 turned out to be the year we lost #R2R: 20 bills defeated in 20 state houses, and it was mostly @apple's fault.

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Apple has a problem. As CEO Tim Cook warned his investors at the conclusion of his company's repair-killing lobbying spree, Apple's profits depend on people throwing away their devices, not fixing them.

By monopolizing repairs, Apple doesn't just get to gouge you on parts and service - the real action is in pronouncing your device DOA, beyond repair. Then you have to buy another one.

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Other companies lobbied hard against R2R: John Deere, GM, and other monopolists backed Apple's play. But Apple wrote the playbook, coming up with risible bullshit like claims that blocking independent repair is essential to protecting

Apple's anti-repair FUD got picked up and amplified by Big Car in 2020, when they spent millions fighting an automotive R2R ballot initiative in Massachusetts, claiming that letting independent mechanics at your car would lead to your actual MURDER.

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Daniel Johnson
@DJohnson_CPA

Here’s a SPAC thread covering some basics for new followers. I will pin this to my profile if you want to share to anyone interested in SPACs.

SPAC timelines consist of these stages:
IPO – SPAC raises cash and begins trading as a unit. The cash is placed in Trust.
Searching phase – After IPO, the SPAC management team looks for a company to merge with. This is typically 24 months but can be shorter depending on the SPAC

LOI/Rumor – A letter of intent is announced publicly or Bloomberg/Reuters etc. breaks news of a rumor that a SPAC is close to a deal with a target.

The LOI/rumor stage does not always happen, most go straight to a definitive agreement. Rumors should only be considered to have value if from a trusted news source, internet rumblings are pure speculation. During this stage, a deal can still fall apart and not be signed.

Definitive agreement (DA) – deal officially inked. The SPAC begins filing paperwork with the SEC to have the merger approved to take the target company public. This process typically takes 4+ months after the DA is announced.

Loren Brichter
@lorenb

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.

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Kevin Roose
@kevinroose

On press call, Zuckerberg says FB users "naturally engage more with sensational content" that comes close to violating its rules. Compares it to cable TV and tabloids, and says, "This seems to be true regardless of where we set our policy lines."

Zuckerberg says FB is in the process of setting up a "new independent body" that users will be able to appeal content takedowns to. Sort of like the "Facebook Supreme Court" idea he previewed earlier this year.

Zuckerberg: "One of my biggest lessons from this year is that when you connect more than 2 billion people, you’re going to see the good and bad of humanity."

This is how Facebook says it's trying to change the engagement pattern on its services. https://t.co/3p0PGc912o

.@RebeccaJarvis asks Zuckerberg if anyone is going to lose their job over the revelations in the NYT story. He dodges, says that personnel issues aren't a public matter, and that employee performance is evaluated all the time.

The Captain
@TheCaptain182

What an amazing presentation! Loved how @ravidharamshi77 brilliantly started off with global macros & capital markets, and then gradually migrated to Indian equities, summing up his thesis for a bull market case!

@MadhusudanKela @VQIndia @sameervq

My key learnings: ⬇️⬇️⬇️

Bubble or Bull Market? Join us for a short presentation and candid one on one on 27th Jan, 4pm with Shri \u2066 @MadhusudanKela\u2069. \u2066@VQIndia\u2069 \u2066@sameervq\u2069 #bubbleorbullmarket pic.twitter.com/LBvlBrz6mS
— Ravi Dharamshi (@ravidharamshi77) January 24, 2021

First, the BEAR case:

1. Bitcoin has surpassed all the bubbles of the last 45 years in extent that includes Gold, Nikkei, dotcom bubble.

2. Cyclically adjusted PE ratio for S&P 500 almost at 1929 (The Great Depression) peaks, at highest levels except the dotcom crisis in 2000.

3. World market cap to GDP ratio presently at 124% vs last 5 years average of 92% & last 10 years average of 85%.
US market cap to GDP nearing 200%.

4. Bitcoin (as an asset class) has moved to the 3rd place in terms of price gains in preceding 3 years before peak (900%); 1st was Tulip bubble in 17th century (rising 2200%).

sumitgarg.eth
@sumitupgarg

I read two-and-a-half decades worth of Jeff Bezos’s Amazon shareholder letters.

It’s like a mini MBA.

Here I’ve pulled out a free guide for startups, investing, marketing, and “web3”🧵

(It’s a thread, not an ebook)

First, why the focus on web3?

It’s the mid 90’s. A 30-year-old Jeff Bezos is trying to raise money for Amazon. And investors are wondering,

“What’s this internet thing?”

Fast forward, the year is 2022, and folks today are wondering,

“What’s web3?”

Now, a little background…

In 1994, Bezos quit a well paying job to start Amazon.

It wasn’t an easy decision. But Bezos used his famous “regret minimization framework.”

In other words, he didn’t want to be 80 and regret not doing what he really wanted to do.

But what did he want?

Bezos didn’t set out to disrupt retail from the outset.

He simply wanted to come up with a business idea based on the internet and then let the internet grow around it while he kept working on it.

Today, that idea is worth $1.7 trillion and counting.

Moving on to the lessons…

Each year since 1997, Bezos has written an annual letter to Amazon shareholders.

These letters reveal a great deal of lessons and secrets behind his massive success.

So what are they?

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I present to you all, my (possibly) superthread On how and why the Unknown God from Genshin Impact, and The Herrscher of Void/God Kiana/Sirin from Honkai Impact!

First off! We’ll start with the obvious things that constitute a possible connection.

They share the same Japanese Voice actress! Rie Kugimiya.
Usually this is a stretch reason, but considering everything else, it’s not unlikely that it’s the same character.

Secondly, their Appearances.
The both have very long white hair with identical bang style, and a very noticeable small piece of hair on top that curls upwards. That’s a defining part Of all of Kiana’s hairstyles, and for it to be shared with this god says something.

Another notable thing is their eyes. They both have Glowing golden eyes with very similar appearances. They contain a ring, and a 4-point star pupil. Resemblant of a scope if you will. That’s The Herrscher of Void’s defining characteristic

If you’d even like to take a look at their outfits, there’s resemblances including the black fur collar, the designs on the torso and chest, and the use of something similar to coat tails/skirt. The Herrscher can change their outfit and they aren’t stuck with one. Sirin does this

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LACHIT BORPHUKAN : AN UNSUNG WARRIOR OF THE AHOM KINGDOM & THE GREAT BATTLE OF SARAIGHAT

Originally named as Lachit Deca, Lachit Borphukan, the fierce and invincible Ahom Commander, was born during the early 17th century at Betioni in the Golaghat district of modern Assam.

His father, Momai Tamuli Borbarua was the ‘Governor’ of the kingdom and also ‘Commander-in-Chief’ of Ahom army under King Pratap Singha during his reign starting from 1603 to 1639. Lachit received military training from an early age and joined the Ahom King Jayadhvaj Singha...

...(1648-1663) as a scarf-bearer. The post ‘scarf-bearer’ or ‘Soladhara Barua’ is considered as a part of the incumbent king’s personal staff. Owing to his military training Lechit was appointed "Ghora Barua", Supdt. of the Royal horses. When Chakradhwaj Singha became king..

..of Ahom dynasty in 1663,he appointed him Suptd. of The Royal Guards &finally he was appointed as Borphukan by the king.Then onwards,he was known as Lachit Borphukan.Borphukan used to be top councillor in Ahom Kingdom. This position was embedded with executive & judicial powers.

Assam was facing incessant Islamic invasion since Jan1662, when Mughal General Mir Jumla II attacked Ahom capital Gargaon. He never defeated Ahom king Jayadhwaja Singha as king retreated to hill &continued Guerrilla warfare.Prolonged fight &prospect of stalemate disturbed Jumla.

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Anu Satheesh
@AnuSatheesh5

Puthucode Annapoorneshwari Temple,
Palakkad, Kerala 🚩
#keralatemples
अन्नपूर्णे सदापूर्णे शङ्करप्राणवल्लभे
ज्ञानवैराग्यसिद्ध्यर्थं भिक्षां देहि च पार्वति

Temple is also called Puthukode Bhaghavathy Kshetram
Parasurama did Prathishta of Devi here. Temple is one amoung 👇

108 Durga temples
Navarathri festival is celebrated in a grant manner here. Annadanam is done daily on these days. The Idichu pizhinja payasam/ Chathachatayam is the main nivedyam in Annapoorneswari temple during Navarathri.
In the mornings, Devi Mahatmyam and Sundarakandam are

recited here daily.
Sri Godavarma Raja gifted lots of rice fields for the maintenance of the temple.
Annapoorneshwari holds Shanku and Chakra in her hands. Puthucode Annapoorneswari Temple is managed by the Naduvil Madom Devaswom.
🙏🕉🙏

$Anu Satheesh \U0001f1ee\U0001f1f3$

Anu Satheesh 🇮🇳...
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Eri Katha Ramar Temple
Maduranthakam

Eri Katha Ramar temple is located at Maduranthakam near Chengalpattu of Tamil Nadu. Beautiful Kodanda Ramar of about 8ft holding Ma Sita's hand & with Lakshmana. This temple story is connected with Sri Ramanujar.
@LostTemple7

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Small Mandapam where Ramanujar undertook Pancha Samskaaram is seen in the temple. Separate sannidhi is for Periya Nambigal & Ramanujar & this is the only temple where Ramanujar is seen as a Grahastha (married person) and not in Sanyasa kolam.

Story says about an incident which occurred during British rule. The Madurantakam lake bund was about to breach, due to heavy rain & village will be flooded if it happened. Dt collector was Cl. Lionel Blaze who took efforts to protect the bund & asked for the piles of stones

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That night he saw in the lightning, Sri Rama & Lakshmana walked along

$Antonio Garc\xeda Mart\xednez$

Antonio García Martíne...
@antoniogm

Observing the public conversation around FB, and the private ones happening among techies and ex-FBers, I think the mutual misunderstanding is worse than when I set out two years (and 500 pages) ago to (in a small way) bridge that gulf.

We're basically fucked.

The tech world has gotten so huge, self-reinforcing, and insulated from reality they can no longer even vaguely look at themselves (and their actions) as others do. They just live on a different planet than most people.

Conversely, the average tech consumer doesn't understand the technology that has slowly taken over their lives, and their designated emissaries to figure it out--politicians, pundits, regulators, journalists--understand it barely better than they do, and have their own agendas.

To say more than generalities for a moment, here's what I think is likely the core problem.

Techies take weird, improbable visions, and make them realities: some BS pitch deck to a VC, mixed with money and people, really does turn into some novel thing.

Most people work inside a legacy industry that's evolved that way over time (usually for good reasons), and they think about the future via some analogy with their present (which is a function of a long-ago past). The interruption that tech will introduce is often hard to grasp.