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AI Weekly: AI phrenology is racist nonsense, so of course it doesn’t work

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In a paper titled “The ‘Criminality From Face’ Illusion” posted this week on Arxiv.org, a trio of researchers surgically debunked recent research that claims to be able to use AI to determine criminality from people’s faces. Their primary target is a paper in which researchers claim they can do just that, boasting some results with accuracy as high as 97%.

But the authors representing the IEEE — Kevin Bowyer and Walter Scheirer of the University of Notre Dame and Michael King of the Florida Institute of Technology — argue that this sort of facial recognition technology is “necessarily doomed to fail,” and that the strong claims are primarily an illusory result of poor experimental design.

In their rebuttal, the authors show the math, so to speak, but you don’t have to comb through their arguments to know that claims about being able to detect a person’s criminality from their facial features is bogus. It’s just modern-day phrenology and physiognomy.

Phrenology is an old idea that the bumps on a person’s skull indicate what sort of person they are and what type and level of intelligence they can attain. Physiognomy is essentially the same idea, but it’s even older and is more about inferring who a person is by their physical appearance rather than the shape of their skull. Both are inherently deeply racist ideas, used for “scientific racism” and clear-eyed justification for atrocities such as slavery.

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And both ideas have been widely and soundly debunked and condemned, yet they’re not dead. They were just waiting for some sheep’s clothing, which they found in facial recognition technology.

The problems with accuracy and bias in facial recognition are well documented. The landmark Gender Shades work by Joy Buolamwini, Dr. Timnit Gebru, Dr. Helen Raynham, and Deborah Raji showed how major facial recognition systems performed worse on women and people with darker skin. Dr. Ruha Benjamin, author, Princeton University associate professor of African American Studies, and director of the Just Data Lab said in a talk earlier this year that those who create AI models must take into consideration social and historical contexts.

Her assertion is echoed and unpacked by cognitive science researcher Abeba Birhane in her paper “Algorithmic Injustices: Towards a Relational Ethics,” for which she won the Best Paper Award at NeurIPS 2019. Birhane wrote in the paper that “concerns surrounding algorithmic decision making and algorithmic injustice require fundamental rethinking above and beyond technical solutions.”

This week, as protests continue all around the country, the social and historic contexts of white supremacy and racial inequality are on full display. And the dangers of facial recognition use by law enforcement is front and center. In a trio of articles, VentureBeat senior AI writer Khari Johnson detailed how IBM walked away from its facial recognition tech, Amazon put a one-year moratorium on police use of its facial recognition tech, and Microsoft pledged not to sell its facial recognition tech to police until there’s a national law in place around its use.

Which brings us back to the IEEE paper. Like the work done by the aforementioned researchers in exposing broken and biased AI, these authors are performing the commendable and unfortunately necessary task of picking apart bad research. In addition to some historical context, they explain in detail why and how the data sets and research design are flawed.

Though they do discuss it in their conclusion, the authors do not engage directly in the fundamental moral problem of criminality-by-face research. In taking a technological and research methodology approach to debunking the claims, they leave room for someone to make the argument that future technological or scientific advancements could make this phrenology and physiognomy nonsense possible. Ironically, in their approach, there’s a danger of legitimizing these ideas.

This is not a criticism of Bowyer, Scheirer, and King. They’re fighting (and winning) a battle here. There will always be battles, because there will always be charlatans who claim to know a person from their outward appearance, and you have to debunk them in that moment in time with the tools and language available.

But the long-running war is about that question itself. It’s a flawed question, because the very notion of phrenology comes from a place of white supremacy. Which is to say, it’s an illegitimate question to begin with.

Source: http://feedproxy.google.com/~r/venturebeat/SZYF/~3/kQJiRcSWXgg/

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Shiba Inu (SHIB) Mania, Dogecoin, Tesla’s Bitcoin Halt and Crypto Market Volatility: The Weekly Recap

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To say that last week was eventful would be an understatement. The entire market went through extreme volatility. Many altcoins charted new all-time highs and went through serious declines as well.

Let’s start with Bitcoin. The cryptocurrency is currently down about 10% on the weekly – last Friday, it was trading at around $57K. Unfortunately, it was all downhill from there, with the exception of the first few days as on Monday, BTC had an unsuccessful attempt at the coveted $60K mark.

On Thursday, Tesla announced that they would no longer support bitcoin payments for their vehicles, citing environmental concerns with BTC mining. This sent the entire market into a steep downturn, where the primary cryptocurrency crashed all the way to $45,700. Most altcoins followed.

Ethereum charted a fresh all-time high at around $4,400, but it was also affected by the downturn and crashed to $3,500 as a consequence. The same can be said for Binance Coin, Cardano, Ripple, and so forth.

However, Dogecoin clones such as Shiba Inu (SHIB), Akita, and so forth is where all the rage was this week.

Propelled by the sky-high increase in the price for DOGE, other cryptocurrencies with similar meme appeal, such as SHIB, Shiba Pup, Akita, and so forth, also took for the skies. Most of them shared one common trait – the developers had sent 50% of their total supply to the wallet of Vitalik Buterin as a “proof of burn.”

In a move that many didn’t see coming, however, Buterin started disposing of the billions worth of free money he had received. He donated large sums to charities in India, as well as to research facilities. This showed everyone that he doesn’t intend to keep these clone coins in a move that many considered a “rug.”

While a lot of these meme-inspired cryptocurrencies crashed and burned, some still brought massive gains to their investors. At the time of this writing, SHIB is up over 1500% over the past seven days.

All in all, it’s safe to say that it was a very exciting week in the cryptocurrency market. It’s interesting to see what the next week has in store.

Market Data

Market Cap: 2369$B | 24H Vol: 245B | BTC Dominance: 40.5%

BTC: $51,336 (-10.27%) | ETH: $4,139 (+18.36%) | XRP: $1.42 (-13.12%)

This Week’s Headlines You Better Not Miss

Vitalik Buterin Sells Off Dogecoin Clones: SHIB, AKITA, and Others Face Massive Dump. In a move that shocked many, Vitalik Buterin sold a lot of the meme-inspired Dogecoin clones that he received. This sold most of them in a severe downturn, though a lot are still performing very well over a seven-day period.

Tesla Stops Accepting Bitcoin: Price Slumps $3,000 In Response. The giant electric vehicle manufacturer, Tesla, has decided to halt payments using BTC for its cars. The company cited environmental concerns as the primary reason for the decision and stated that it would continue to hold bitcoin on its balance sheet.

MoneyGram to Enable Users to Buy Bitcoin and Withdraw it From Brick-and-Mortar Locations. One of the world’s leading money transfer companies, MoneyGram, will allow its users to buy and withdraw cryptocurrency for cash at traditional brick-and-mortar locations in the United States.

US Investment Bank Cowen to Offer Crypto Custody Services. More banks are getting involved in cryptocurrencies. Cowen Inc., a large multinational investment bank based in the US, announced plans to hold digital assets for hedge funds and asset managers.

Crypto Is the Solution to the Problem Created By the Federal Reserve: Stan Druckenmiller. Stan Druckenmiller thinks that the US Dollar could lose its status as the global reserve currency. This is because of the ongoing policy of the US Federal Reserve. He also believes that a ledger-based system can be the replacement.

eBay Now Allows the Sale of NFTs on its Platform. One of the leading online marketplaces, eBay, has become the first in its industry to jump aboard the non-fungible tokens (NFTs) bandwagon, as the company now allows the sale of NFTs on its platform.

Charts

This week we have a chart analysis of Bitcoin, Ethereum, Ripple, Cardano, and Uniswap – click here for the full price analysis.

SPECIAL OFFER (Sponsored)

Binance Futures 50 USDT FREE Voucher: Use this link to register & get 10% off fees and 50 USDT when trading 500 USDT (limited offer).

PrimeXBT Special Offer: Use this link to register & enter POTATO50 code to get 50% free bonus on any deposit up to 1 BTC.

Disclaimer: Information found on CryptoPotato is those of writers quoted. It does not represent the opinions of CryptoPotato on whether to buy, sell, or hold any investments. You are advised to conduct your own research before making any investment decisions. Use provided information at your own risk. See Disclaimer for more information.

Cryptocurrency charts by TradingView.

Coinsmart. Beste Bitcoin-Börse in Europa
Source: https://coingenius.news/shiba-inu-shib-mania-dogecoin-teslas-bitcoin-halt-and-crypto-market-volatility-the-weekly-recap-38/?utm_source=rss&utm_medium=rss&utm_campaign=shiba-inu-shib-mania-dogecoin-teslas-bitcoin-halt-and-crypto-market-volatility-the-weekly-recap-38

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AI

Shiba Inu (SHIB) Mania, Dogecoin, Tesla’s Bitcoin Halt and Crypto Market Volatility: The Weekly Recap

Avatar

Published

on

To say that last week was eventful would be an understatement. The entire market went through extreme volatility. Many altcoins charted new all-time highs and went through serious declines as well.

Let’s start with Bitcoin. The cryptocurrency is currently down about 10% on the weekly – last Friday, it was trading at around $57K. Unfortunately, it was all downhill from there, with the exception of the first few days as on Monday, BTC had an unsuccessful attempt at the coveted $60K mark.

On Thursday, Tesla announced that they would no longer support bitcoin payments for their vehicles, citing environmental concerns with BTC mining. This sent the entire market into a steep downturn, where the primary cryptocurrency crashed all the way to $45,700. Most altcoins followed.

Ethereum charted a fresh all-time high at around $4,400, but it was also affected by the downturn and crashed to $3,500 as a consequence. The same can be said for Binance Coin, Cardano, Ripple, and so forth.

However, Dogecoin clones such as Shiba Inu (SHIB), Akita, and so forth is where all the rage was this week.

Propelled by the sky-high increase in the price for DOGE, other cryptocurrencies with similar meme appeal, such as SHIB, Shiba Pup, Akita, and so forth, also took for the skies. Most of them shared one common trait – the developers had sent 50% of their total supply to the wallet of Vitalik Buterin as a “proof of burn.”

In a move that many didn’t see coming, however, Buterin started disposing of the billions worth of free money he had received. He donated large sums to charities in India, as well as to research facilities. This showed everyone that he doesn’t intend to keep these clone coins in a move that many considered a “rug.”

While a lot of these meme-inspired cryptocurrencies crashed and burned, some still brought massive gains to their investors. At the time of this writing, SHIB is up over 1500% over the past seven days.

All in all, it’s safe to say that it was a very exciting week in the cryptocurrency market. It’s interesting to see what the next week has in store.

Market Data

Market Cap: 2369$B | 24H Vol: 245B | BTC Dominance: 40.5%

BTC: $51,336 (-10.27%) | ETH: $4,139 (+18.36%) | XRP: $1.42 (-13.12%)

This Week’s Headlines You Better Not Miss

Vitalik Buterin Sells Off Dogecoin Clones: SHIB, AKITA, and Others Face Massive Dump. In a move that shocked many, Vitalik Buterin sold a lot of the meme-inspired Dogecoin clones that he received. This sold most of them in a severe downturn, though a lot are still performing very well over a seven-day period.

Tesla Stops Accepting Bitcoin: Price Slumps $3,000 In Response. The giant electric vehicle manufacturer, Tesla, has decided to halt payments using BTC for its cars. The company cited environmental concerns as the primary reason for the decision and stated that it would continue to hold bitcoin on its balance sheet.

MoneyGram to Enable Users to Buy Bitcoin and Withdraw it From Brick-and-Mortar Locations. One of the world’s leading money transfer companies, MoneyGram, will allow its users to buy and withdraw cryptocurrency for cash at traditional brick-and-mortar locations in the United States.

US Investment Bank Cowen to Offer Crypto Custody Services. More banks are getting involved in cryptocurrencies. Cowen Inc., a large multinational investment bank based in the US, announced plans to hold digital assets for hedge funds and asset managers.

Crypto Is the Solution to the Problem Created By the Federal Reserve: Stan Druckenmiller. Stan Druckenmiller thinks that the US Dollar could lose its status as the global reserve currency. This is because of the ongoing policy of the US Federal Reserve. He also believes that a ledger-based system can be the replacement.

eBay Now Allows the Sale of NFTs on its Platform. One of the leading online marketplaces, eBay, has become the first in its industry to jump aboard the non-fungible tokens (NFTs) bandwagon, as the company now allows the sale of NFTs on its platform.

Charts

This week we have a chart analysis of Bitcoin, Ethereum, Ripple, Cardano, and Uniswap – click here for the full price analysis.

SPECIAL OFFER (Sponsored)

Binance Futures 50 USDT FREE Voucher: Use this link to register & get 10% off fees and 50 USDT when trading 500 USDT (limited offer).

PrimeXBT Special Offer: Use this link to register & enter POTATO50 code to get 50% free bonus on any deposit up to 1 BTC.

Disclaimer: Information found on CryptoPotato is those of writers quoted. It does not represent the opinions of CryptoPotato on whether to buy, sell, or hold any investments. You are advised to conduct your own research before making any investment decisions. Use provided information at your own risk. See Disclaimer for more information.

Cryptocurrency charts by TradingView.

Coinsmart. Beste Bitcoin-Börse in Europa
Source: https://coingenius.news/shiba-inu-shib-mania-dogecoin-teslas-bitcoin-halt-and-crypto-market-volatility-the-weekly-recap-39/?utm_source=rss&utm_medium=rss&utm_campaign=shiba-inu-shib-mania-dogecoin-teslas-bitcoin-halt-and-crypto-market-volatility-the-weekly-recap-39

Continue Reading

AI

Shiba Inu (SHIB) Mania, Dogecoin, Tesla’s Bitcoin Halt and Crypto Market Volatility: The Weekly Recap

Avatar

Published

on

To say that last week was eventful would be an understatement. The entire market went through extreme volatility. Many altcoins charted new all-time highs and went through serious declines as well.

Let’s start with Bitcoin. The cryptocurrency is currently down about 10% on the weekly – last Friday, it was trading at around $57K. Unfortunately, it was all downhill from there, with the exception of the first few days as on Monday, BTC had an unsuccessful attempt at the coveted $60K mark.

On Thursday, Tesla announced that they would no longer support bitcoin payments for their vehicles, citing environmental concerns with BTC mining. This sent the entire market into a steep downturn, where the primary cryptocurrency crashed all the way to $45,700. Most altcoins followed.

Ethereum charted a fresh all-time high at around $4,400, but it was also affected by the downturn and crashed to $3,500 as a consequence. The same can be said for Binance Coin, Cardano, Ripple, and so forth.

However, Dogecoin clones such as Shiba Inu (SHIB), Akita, and so forth is where all the rage was this week.

Propelled by the sky-high increase in the price for DOGE, other cryptocurrencies with similar meme appeal, such as SHIB, Shiba Pup, Akita, and so forth, also took for the skies. Most of them shared one common trait – the developers had sent 50% of their total supply to the wallet of Vitalik Buterin as a “proof of burn.”

In a move that many didn’t see coming, however, Buterin started disposing of the billions worth of free money he had received. He donated large sums to charities in India, as well as to research facilities. This showed everyone that he doesn’t intend to keep these clone coins in a move that many considered a “rug.”

While a lot of these meme-inspired cryptocurrencies crashed and burned, some still brought massive gains to their investors. At the time of this writing, SHIB is up over 1500% over the past seven days.

All in all, it’s safe to say that it was a very exciting week in the cryptocurrency market. It’s interesting to see what the next week has in store.

Market Data

Market Cap: 2369$B | 24H Vol: 245B | BTC Dominance: 40.5%

BTC: $51,336 (-10.27%) | ETH: $4,139 (+18.36%) | XRP: $1.42 (-13.12%)

This Week’s Headlines You Better Not Miss

Vitalik Buterin Sells Off Dogecoin Clones: SHIB, AKITA, and Others Face Massive Dump. In a move that shocked many, Vitalik Buterin sold a lot of the meme-inspired Dogecoin clones that he received. This sold most of them in a severe downturn, though a lot are still performing very well over a seven-day period.

Tesla Stops Accepting Bitcoin: Price Slumps $3,000 In Response. The giant electric vehicle manufacturer, Tesla, has decided to halt payments using BTC for its cars. The company cited environmental concerns as the primary reason for the decision and stated that it would continue to hold bitcoin on its balance sheet.

MoneyGram to Enable Users to Buy Bitcoin and Withdraw it From Brick-and-Mortar Locations. One of the world’s leading money transfer companies, MoneyGram, will allow its users to buy and withdraw cryptocurrency for cash at traditional brick-and-mortar locations in the United States.

US Investment Bank Cowen to Offer Crypto Custody Services. More banks are getting involved in cryptocurrencies. Cowen Inc., a large multinational investment bank based in the US, announced plans to hold digital assets for hedge funds and asset managers.

Crypto Is the Solution to the Problem Created By the Federal Reserve: Stan Druckenmiller. Stan Druckenmiller thinks that the US Dollar could lose its status as the global reserve currency. This is because of the ongoing policy of the US Federal Reserve. He also believes that a ledger-based system can be the replacement.

eBay Now Allows the Sale of NFTs on its Platform. One of the leading online marketplaces, eBay, has become the first in its industry to jump aboard the non-fungible tokens (NFTs) bandwagon, as the company now allows the sale of NFTs on its platform.

Charts

This week we have a chart analysis of Bitcoin, Ethereum, Ripple, Cardano, and Uniswap – click here for the full price analysis.

SPECIAL OFFER (Sponsored)

Binance Futures 50 USDT FREE Voucher: Use this link to register & get 10% off fees and 50 USDT when trading 500 USDT (limited offer).

PrimeXBT Special Offer: Use this link to register & enter POTATO50 code to get 50% free bonus on any deposit up to 1 BTC.

Disclaimer: Information found on CryptoPotato is those of writers quoted. It does not represent the opinions of CryptoPotato on whether to buy, sell, or hold any investments. You are advised to conduct your own research before making any investment decisions. Use provided information at your own risk. See Disclaimer for more information.

Cryptocurrency charts by TradingView.

Coinsmart. Beste Bitcoin-Börse in Europa
Source: https://coingenius.news/shiba-inu-shib-mania-dogecoin-teslas-bitcoin-halt-and-crypto-market-volatility-the-weekly-recap-39/?utm_source=rss&utm_medium=rss&utm_campaign=shiba-inu-shib-mania-dogecoin-teslas-bitcoin-halt-and-crypto-market-volatility-the-weekly-recap-39

Continue Reading

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AllianceBlock Announces Decentralized Capital Market on Edgeware with Defi-NFT Approach

Avatar

Published

on

To say that last week was eventful would be an understatement. The entire market went through extreme volatility. Many altcoins charted new all-time highs and went through serious declines as well.

Let’s start with Bitcoin. The cryptocurrency is currently down about 10% on the weekly – last Friday, it was trading at around $57K. Unfortunately, it was all downhill from there, with the exception of the first few days as on Monday, BTC had an unsuccessful attempt at the coveted $60K mark.

On Thursday, Tesla announced that they would no longer support bitcoin payments for their vehicles, citing environmental concerns with BTC mining. This sent the entire market into a steep downturn, where the primary cryptocurrency crashed all the way to $45,700. Most altcoins followed.

Ethereum charted a fresh all-time high at around $4,400, but it was also affected by the downturn and crashed to $3,500 as a consequence. The same can be said for Binance Coin, Cardano, Ripple, and so forth.

However, Dogecoin clones such as Shiba Inu (SHIB), Akita, and so forth is where all the rage was this week.

Propelled by the sky-high increase in the price for DOGE, other cryptocurrencies with similar meme appeal, such as SHIB, Shiba Pup, Akita, and so forth, also took for the skies. Most of them shared one common trait – the developers had sent 50% of their total supply to the wallet of Vitalik Buterin as a “proof of burn.”

In a move that many didn’t see coming, however, Buterin started disposing of the billions worth of free money he had received. He donated large sums to charities in India, as well as to research facilities. This showed everyone that he doesn’t intend to keep these clone coins in a move that many considered a “rug.”

While a lot of these meme-inspired cryptocurrencies crashed and burned, some still brought massive gains to their investors. At the time of this writing, SHIB is up over 1500% over the past seven days.

All in all, it’s safe to say that it was a very exciting week in the cryptocurrency market. It’s interesting to see what the next week has in store.

Market Data

Market Cap: 2369$B | 24H Vol: 245B | BTC Dominance: 40.5%

BTC: $51,336 (-10.27%) | ETH: $4,139 (+18.36%) | XRP: $1.42 (-13.12%)

This Week’s Headlines You Better Not Miss

Vitalik Buterin Sells Off Dogecoin Clones: SHIB, AKITA, and Others Face Massive Dump. In a move that shocked many, Vitalik Buterin sold a lot of the meme-inspired Dogecoin clones that he received. This sold most of them in a severe downturn, though a lot are still performing very well over a seven-day period.

Tesla Stops Accepting Bitcoin: Price Slumps $3,000 In Response. The giant electric vehicle manufacturer, Tesla, has decided to halt payments using BTC for its cars. The company cited environmental concerns as the primary reason for the decision and stated that it would continue to hold bitcoin on its balance sheet.

MoneyGram to Enable Users to Buy Bitcoin and Withdraw it From Brick-and-Mortar Locations. One of the world’s leading money transfer companies, MoneyGram, will allow its users to buy and withdraw cryptocurrency for cash at traditional brick-and-mortar locations in the United States.

US Investment Bank Cowen to Offer Crypto Custody Services. More banks are getting involved in cryptocurrencies. Cowen Inc., a large multinational investment bank based in the US, announced plans to hold digital assets for hedge funds and asset managers.

Crypto Is the Solution to the Problem Created By the Federal Reserve: Stan Druckenmiller. Stan Druckenmiller thinks that the US Dollar could lose its status as the global reserve currency. This is because of the ongoing policy of the US Federal Reserve. He also believes that a ledger-based system can be the replacement.

eBay Now Allows the Sale of NFTs on its Platform. One of the leading online marketplaces, eBay, has become the first in its industry to jump aboard the non-fungible tokens (NFTs) bandwagon, as the company now allows the sale of NFTs on its platform.

Charts

This week we have a chart analysis of Bitcoin, Ethereum, Ripple, Cardano, and Uniswap – click here for the full price analysis.

SPECIAL OFFER (Sponsored)

Binance Futures 50 USDT FREE Voucher: Use this link to register & get 10% off fees and 50 USDT when trading 500 USDT (limited offer).

PrimeXBT Special Offer: Use this link to register & enter POTATO50 code to get 50% free bonus on any deposit up to 1 BTC.

Disclaimer: Information found on CryptoPotato is those of writers quoted. It does not represent the opinions of CryptoPotato on whether to buy, sell, or hold any investments. You are advised to conduct your own research before making any investment decisions. Use provided information at your own risk. See Disclaimer for more information.

Cryptocurrency charts by TradingView.

Coinsmart. Beste Bitcoin-Börse in Europa
Source: https://coingenius.news/allianceblock-announces-decentralized-capital-market-on-edgeware-with-defi-nft-approach-40/?utm_source=rss&utm_medium=rss&utm_campaign=allianceblock-announces-decentralized-capital-market-on-edgeware-with-defi-nft-approach-40

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