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AI-generated pixelated photo of AOC in a bikini pulled from paper highlighting danger of AI-generated pics

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In brief Today’s artificial intelligence can autocomplete a photo of someone’s face, generating what the software predicts is the rest of their body.

As an academic paper pointed out, though, these neural networks are biased, presumably from their training data. That means when you show this code a woman’s face, it’s likely to autocomplete her in a bikini or other revealing clothes. White people tend to be shown holding tools while Black people are pictured holding weapons.

To highlight this issue, the paper’s US-based authors, CMU’s Ryan Steed and George Washington University’s Aylin Caliskan, showed OpenAI’s image-generating iGPT a head shot of Alexandria Ocasio-Cortez, from a photo-shoot in which she was wearing business attire, and the software recreated her in various poses, the majority of which were in a bikini or a low-cut top. These faked images were included in the paper albeit pixelated.

This “shows how the incautious and unethical application of a generative model like iGPT could produce fake, sexualized depictions of women (in this case, a politician),” the researchers noted.

facial_recog

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The paper was submitted to the ACM Conference on Fairness, Accountability, and Transparency, and drew public attention after it was uploaded to Arxiv and last week covered in MIT Tech Review. It was also pointed out to the academics that perhaps it wasn’t such a great idea, ethics wise, to popularize the ability of AI systems to fake the images of a prominent Democrat US House Rep who already faces a barrage of online harassment.

Caliskan acknowledged these concerns, and said the duo will resubmit their paper to the ACM conference with the example picture removed. The pre-print Arxiv version has been updated, too, accordingly.

The pair studied Google’s SimCLR as well as OpenAI’s iGPT. The latter, for instance, depicted women in swimwear or low-cut tops 53 per cent of the time, while men were shown shirtless or in revealing clothes only 7.5 per cent of the time. Men were shown in suits or career-specific attire 42.5 per cent of the time. OpenAI discusses the biases in its software here.

“This behavior might result from the sexualized portrayal of people, especially women, in internet images,” the researchers wrote, “and serves as a reminder of computer vision’s controversial history with Playboy centerfolds and objectifying images.” They concluded: “These findings serve as a caution for computer vision practitioners using transfer learning: pre-trained models may embed all types of harmful human biases from the way people are portrayed in training data, and model design choices determine whether and how those biases are propagated into harms downstream.”

HireVue facial analysis audit questioned

Although controversial HR startup HireVue canned a facial analysis feature in its software that assesses the potential performance of job candidates, it defended its technology by saying an external audit showed its algorithms did not exhibit any biases – yet that appears to maybe not be the case.

That probe, conducted by O’Neil Risk Consulting & Algorithmic Auditing (ORCAA), is now public though you have to hand over contact details to fetch it. “Having viewed a copy of the ORCAA audit, I don’t believe it supports the conclusion that all of HireVue’s assessments are unbiased,” Alex Engler, an AI Data & Democracy Fellow at the Brookings Institution, a research think-tank, wrote in Fast Company.

“The audit was narrowly focused on a specific use case, and it didn’t examine the assessments for which HireVue has been criticized, which include facial analysis and employee performance predictions.”

While HireVue stopped using facial recognition on job applicants, it continues to use other machine-learning algorithms to analyze candidates on their style of speech and voice tones.

Tracking AI compute across the world

The Organization for Economic Co-operation and Development (OECD) is setting up a task force to measure and monitor the amount of computing power a country dedicates to harnessing AI technology.

Neural networks have grown in size and complexity as algorithms improve, training data increases, and computer hardware provides the storage capacity, bandwidth, and processing power needed to bring it all together.

That all requires systems and energy, and that’s not something nations can ignore when planning public investments and strategy.

“Think of it this way — if no one measured resources like electricity or oil, it’d be difficult to build national and international policy around these things,” Jack Clark, former AI policy director at OpenAI and ex-Reg hack working on the OECD project, told VentureBeat.

AI brings dead Korean singer back to life

Supertone, a South Korean startup, has recreated the voice of a dead singer using machine learning for an upcoming TV show.

Kim Kwang-seok, who killed himself in 1996, will be brought back to the stage to sing a new ditty with a living pop star for an episode titled, Competition of the Century: AI vs Human. The show will focus on the achievements of today’s computers, and compare their abilities with those of mortals.

Supertone said it used a Singing Voice Synthesis model, which as its name suggests learns to mimic people’s voices from their singing. The system was pre-trained on 100 songs by 20 singers before it was tailored to Kim Kwang-seok’s style, CNN first reported.

Below is a sneak peak of the telly show – skip to 37 seconds into the clip to hear a demo. ®

Youtube Video

Source: https://go.theregister.com/feed/www.theregister.com/2021/02/01/ai_in_brief/

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YES Foundation, FUEL collaborate to skill disadvantaged youth

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YES Foundation and Friends Union for Energising Lives (FUEL) have come together to launch a future skills training programme for disadvantaged youth and make them job ready. Through the programme, YES Foundation will train more than 3,500 youth in artificial intelligence (AI) and digital marketing, and equip them with the right aptitude and employability skills. The two entities will help the youth pursue their chosen path by connecting them with industry partners for internships/placements

As per the India Skills Report 2021, only 45.9 per cent of the Indian youth is employable, whereas the majority (85.92 per cent) are looking for internship opportunities to kickstart their careers. With competition for jobs increasing, and advanced technology, and new jobs coming into the market, futuristic skills such as AI, digital marketing and cloud computing require to be mastered to fulfil job demands.

Therefore, YES Foundation has partnered with FUEL, to provide career counselling and skills training to youth. On completion of the programme, the students will be awarded certificates by FUEL and YES Foundation, jointly, along with help with job placement. Interested youth can register for the programme on https://bit.ly/fuelmh.

The programme will make youth more self-aware through aptitude and soft skills training. It will better equip them to choose meaningful career paths and learn futuristic skills, and receive help from the collaboration to find jobs.

Through this programme, “we can convert our population into an asset through skilling and contribute to nation building,” said Nawab Malik, Cabinet Minister of Skill Development and Entrepreneurship, Maharashtra.

Prashant Kumar, MD & CEO, YES BANK, believes, “Skilling youth in futuristic technology will not only offer a steppingstone to rewarding career options of the future, but also go a long way in ensuring sustained economic growth and technological innovation”.

The programme is “aligned with the Bank’s overall CSR strategy and the global sustainable development goals”.

Ketan Deshpande, founder & CEO, FUEL revealed that they had “applied for Private Skill University, and therefore, we invite leading corporates of India to partner with us.”

In addition to Malik, Kumar, and Deshpande, others who were present at the inauguration of the initiative included, Manisha Verma, Principal Secretary, Skill Development Department, Maharashtra and Santosh Huralikoppi, chief mentor, FUEL.

Having already trained 45,000 youth in futuristic skills, FUEL works in the fields of skill development, career counseling, and scholarships for the disadvantaged youth of India under the CSR initiative of various leading corporates. YES Foundation —registered as YES BANK’s ‘Settlor’ — focuses on stimulating employability and entrepreneurship and promoting environmental sustainability, to bridge gaps and act as a force multiplier towards an empowered and equitable India.

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Source: https://www.hrkatha.com/skill-india/yes-foundation-fuel-collaborate-to-skill-disadvantaged-youth/

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Why You Need a Truck Accident Lawyer to Represent You

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The trucking industry is an essential part of the economy and it’s an ongoing measure for our goods to travel far without issues. Truck drivers put an incredible amount of effort into what they do every day, but most people still overlook this entire process and refer to trucking as an easy job where you just sit and drive. That couldn’t be further from the truth. 

The Reality of Driving a Truck for a Living

Truck driving is hard and stressful, even the initial procedure of becoming a driver takes a lot of time and concentration. You’ll find yourself spending a lot of time alone and on the road, driving for hours on end. Your only interactions will be with customers and strangers. Racking up around 3,000 miles each week on the job is more common than you might think, and late-night shifts happen regularly when a driver needs to meet a specific deadline. 

Trucking is not merely a job, but a lifestyle—and it’s not an easy one and not for everyone. But if you like having a lot of time for yourself, meeting new people, and experiencing the feeling of a long road trip, this hard and stressful job can be a pleasant and unique adventure. Of course, adventure is exempt from facing the unexpected, especially when it involves driving a large vehicle for many hours. 

Nowadays, truck accidents are becoming more common and they’re far more dangerous than a typical car crash. When you find yourself in an accident involving a truck, there’s a good chance someone got seriously hurt, and it’s important that you focus and follow the correct steps to avoid causing even more damage. 

But following the right steps by yourself after a traumatic event is not easy, and that’s why a lawyer can be crucial.

How a Lawyer Handles a Truck Accident and How Liability Works

A truck accident will usually cause a lot of damage and involve multiple parties. Identifying the at-fault party won’t be easy. The responsibility for your injuries could fall on the truck driver, the trucking company, the truck manufacturer, and so on. These variables make gathering evidence for your case even more difficult, and it’s not something you want to do yourself while you’re dealing with injuries. 

If you want to receive proper compensation, a lawyer will examine your case and ensure you receive everything you deserve after identifying the liable party. He will also take care of calculating economic and non-economic damages, as a truck accident will likely incur both. Medical bills associated with the accident will probably be your first thought, and if you deal with the entire case by yourself, you’ll probably receive a settlement offer that will only cover those. Truck accident lawyers in Vegas can help you understand how that would be a big mistake. 

An accident can change your life in many ways that do not involve money at all, and you need to be adequately compensated for all non-economic damages along with all your medical bills. Emotional distress, pain, and all kinds of suffering that sometimes don’t appear immediately need to be taken into consideration. A lawyer can ensure nothing is missed. 

If multiple parties are involved, you’ll need to handle negotiations with each and every one of them, especially if there’s more than one party responsible for the event. There’s no way around it, a truck accident lawyer is fundamental if you want to be adequately compensated. Always hire one while you take care of your injuries—you won’t regret it.

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Source: https://1reddrop.com/2021/09/27/why-you-need-a-truck-accident-lawyer-to-represent-you/?utm_source=rss&utm_medium=rss&utm_campaign=why-you-need-a-truck-accident-lawyer-to-represent-you

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Why You Need a Truck Accident Lawyer to Represent You

Published

on

The trucking industry is an essential part of the economy and it’s an ongoing measure for our goods to travel far without issues. Truck drivers put an incredible amount of effort into what they do every day, but most people still overlook this entire process and refer to trucking as an easy job where you just sit and drive. That couldn’t be further from the truth. 

The Reality of Driving a Truck for a Living

Truck driving is hard and stressful, even the initial procedure of becoming a driver takes a lot of time and concentration. You’ll find yourself spending a lot of time alone and on the road, driving for hours on end. Your only interactions will be with customers and strangers. Racking up around 3,000 miles each week on the job is more common than you might think, and late-night shifts happen regularly when a driver needs to meet a specific deadline. 

Trucking is not merely a job, but a lifestyle—and it’s not an easy one and not for everyone. But if you like having a lot of time for yourself, meeting new people, and experiencing the feeling of a long road trip, this hard and stressful job can be a pleasant and unique adventure. Of course, adventure is exempt from facing the unexpected, especially when it involves driving a large vehicle for many hours. 

Nowadays, truck accidents are becoming more common and they’re far more dangerous than a typical car crash. When you find yourself in an accident involving a truck, there’s a good chance someone got seriously hurt, and it’s important that you focus and follow the correct steps to avoid causing even more damage. 

But following the right steps by yourself after a traumatic event is not easy, and that’s why a lawyer can be crucial.

How a Lawyer Handles a Truck Accident and How Liability Works

A truck accident will usually cause a lot of damage and involve multiple parties. Identifying the at-fault party won’t be easy. The responsibility for your injuries could fall on the truck driver, the trucking company, the truck manufacturer, and so on. These variables make gathering evidence for your case even more difficult, and it’s not something you want to do yourself while you’re dealing with injuries. 

If you want to receive proper compensation, a lawyer will examine your case and ensure you receive everything you deserve after identifying the liable party. He will also take care of calculating economic and non-economic damages, as a truck accident will likely incur both. Medical bills associated with the accident will probably be your first thought, and if you deal with the entire case by yourself, you’ll probably receive a settlement offer that will only cover those. Truck accident lawyers in Vegas can help you understand how that would be a big mistake. 

An accident can change your life in many ways that do not involve money at all, and you need to be adequately compensated for all non-economic damages along with all your medical bills. Emotional distress, pain, and all kinds of suffering that sometimes don’t appear immediately need to be taken into consideration. A lawyer can ensure nothing is missed. 

If multiple parties are involved, you’ll need to handle negotiations with each and every one of them, especially if there’s more than one party responsible for the event. There’s no way around it, a truck accident lawyer is fundamental if you want to be adequately compensated. Always hire one while you take care of your injuries—you won’t regret it.

Recommended Products

PlatoAi. Web3 Reimagined. Data Intelligence Amplified.
Click here to access.

Source: https://1reddrop.com/2021/09/27/why-you-need-a-truck-accident-lawyer-to-represent-you/?utm_source=rss&utm_medium=rss&utm_campaign=why-you-need-a-truck-accident-lawyer-to-represent-you

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Rich Dad Poor Dad’s Author Now Invests in ETH After BTC and Gold

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During a period of major corporate and institutional interest in the crypto industry, nearly 5,000 new tokens have emerged in the last 12 months, averaging over 10 new coins per day, new data shows.

Cryptocurrency Boom of 2021

As can be observed on CoinMarketCap’s homepage, the number of existing cryptocurrencies has recently surpassed 12,000. This is well over the approximately 7,100 coins recorded by the site in September of last year, meaning that at least 4,900 new digital assets have been created in the last 12 months alone.

This represents the largest YoY surge in the absolute number of cryptocurrencies since Bitcoin’s inception. During this time, the digital asset industry achieved a total market cap of over $2 trillion.

Interest in crypto creation is largely driven by Bitcoin’s price gains in the past year, as well as increasing institutional involvement in the space.

As household names like Elon Musk and Jack Dorsey show support for the industry and its possibilities, both creative and financial interest continues to be drawn into the space. This further bolsters the markets, inspiring developers to work on their own cryptocurrencies to avoid missing out on potential gains and demand.


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Furthermore, digital assets have garnered high interest as an asset class for hedging against inflation – especially during the economic crisis created by the coronavirus pandemic. While September of 2020 saw stock markets plunge, cryptocurrencies mostly held their value. This may have inspired even more creators to start investing and developing in the emerging asset class.

Is This a Good Thing for Crypto?

Through increased interest and technological development is crucial to the crypto industry’s growth, an ever-growing number of coins may be counterproductive or even dangerous.

For example, SEC chair Gary Gensler is only more skeptical of the space due to the vast number of tokens in existence. Recognizing that there is no room for thousands of different currencies, he plans to further regulate the industry to protect investors before some of them inevitably collapse.

Indeed, many of these tokens seem like dangerous investments – if not outright scams. Over $25 million were lost to crypto scams among Australians only in the first half of 2021

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Source: https://coingenius.news/rich-dad-poor-dads-author-now-invests-in-eth-after-btc-and-gold-27/?utm_source=rss&utm_medium=rss&utm_campaign=rich-dad-poor-dads-author-now-invests-in-eth-after-btc-and-gold-27

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