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Technology The Bot Decade: How AI Took Over Our Lives in the 2010s

10:35  14 december  2019
10:35  14 december  2019 Source:   popularmechanics.com

10 most-downloaded apps of the 2010s: Facebook dominates the decade

  10 most-downloaded apps of the 2010s: Facebook dominates the decade Facebook, Instagram and WhatsApp are among the most-downloaded apps of the 2010s.In 2019 alone, people worldwide are on track to download a record 120 billion apps across iOS and Android devices -- a 5% increase over the year before, according to a Monday report from app analytics firm App Annie. This number only represents new downloads, not reinstalls or app updates, the report noted. Spending on apps is growing even faster, approaching $90 billion worldwide this year -- up 15% from last year.

So here’s how we changed our bots this decade , how they changed us, and where our strange relationship is going as we enter the 2020s. We Made Them Smarter. All those little operational tweaks in our day come courtesy of a specific scientific approach to AI called machine learning

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Bots are a lot like humans: Some are cute. Some are ugly. Some are harmless. Some are menacing. Some are friendly. Some are annoying ... and a little racist. Bots serve their creators and society as helpers, spies, educators, servants, lab technicians, and artists. Sometimes, they save lives. Occasionally, they destroy them.

a close up of a device: Here’s how we’ve changed our bots this decade, how they’ve changed us, and where our strange relationship is going as we enter the 2020s.© Andriy Onufriyenko - Getty Images Here’s how we’ve changed our bots this decade, how they’ve changed us, and where our strange relationship is going as we enter the 2020s.

In the 2010s, automation got better, cheaper, and way less avoidable. It’s still mysterious, but no longer foreign; the most Extremely Online among us interact with dozens of AIs throughout the day. That means driving directions are more reliable, instant translations are almost good enough, and everyone gets to be an adequate portrait photographer, all powered by artificial intelligence. On the other hand, each of us now sees a personalized version of the world that is curated by an AI to maximize engagement with the platform. And by now, everyone from fruit pickers to hedge fund managers has suffered through headlines about being replaced.

10 most-downloaded apps of the 2010s: Facebook dominates the decade

  10 most-downloaded apps of the 2010s: Facebook dominates the decade Facebook, Instagram and WhatsApp are among the most-downloaded apps of the 2010s.In 2019 alone, people worldwide are on track to download a record 120 billion apps across iOS and Android devices -- a 5% increase over the year before, according to a Monday report from app analytics firm App Annie. This number only represents new downloads, not reinstalls or app updates, the report noted. Spending on apps is growing even faster, approaching $90 billion worldwide this year -- up 15% from last year.

The Biggest AI Knowledge & Community Platform. The AI Directory of Information Resources Vocation. AI is our Careers Portal and Jobs Board, for those interested in working in this expanding The Bot Decade : How AI Took Over Our Lives in the 2010 s - This decade , artificial intell https

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Humans and tech have always coexisted and coevolved, but this decade brought us closer together—and closer to the future—than ever. These days, you don’t have to be an engineer to participate in AI projects; in fact, you have no choice but to help, as you’re constantly offering your digital behavior to train AIs.

So here’s how we changed our bots this decade, how they changed us, and where our strange relationship is going as we enter the 2020s.

We Made Them Smarter

All those little operational tweaks in our day come courtesy of a specific scientific approach to AI called machine learning, one of the most popular techniques for AI projects this decade. That’s when AI is tasked not only with finding the answers to questions about data sets, but with finding the questions themselves; successful deep learning applications require vast amounts of data and the time and computational power to self-test over and over again.

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The Bot Decade : How AI Took Over Our Lives in the 2010 s There's no turning back .right? https AI technology is providing incredibly beneficial technological advancements including: crop & farm • Managed the entire life -cycle recruitment function including sourcing, screening, interviewing

Deep learning, a subset of machine learning, uses neural networks to extract its own rules and adjust them until it can return the right results; other machine learning techniques might use Bayesian networks, vector maps, or evolutionary algorithms to achieve the same goal.

In January, Technology Review’s Karen Hao released an exhaustive analysis of recent papers in AI that concluded that machine learning was one of the defining features of AI research this decade. “Machine learning has enabled near-human and even superhuman abilities in transcribing speech from voice, recognizing emotions from audio or video recordings, as well as forging handwriting or video,” Hao wrote. Domestic spying is now a lucrative application for AI technologies, thanks to this powerful new development.

Hao’s report suggests that the age of deep learning is finally drawing to a close, but the next big thing may have already arrived. Reinforcement learning, like generative adversarial networks (GANs), pits neural nets against one another by having one evaluate the work of the other and distribute rewards and punishments accordingly—not unlike the way dogs and babies learn about the world.

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  Tom Basile: Top 5 government failures of 2010s As the 2010s come to a close and America begins a new decade, we’re taking stock of the last 10 years. It’s been a wild ride, to be sure.As the 2010s come to a close and America begins a new decade, we’re taking stock of the last 10 years. It’s been a wild ride, to be sure. The state of our nation is in many ways stronger than it was when it entered the decade still reeling from the financial crisis.

Bill Gates has discussed his worry over the loss of jobs that will come as a result of advancing technology, and has suggested that robots who replace humans in the workplace should be subject to an income tax. The Bot Decade : How AI Took Over Our Lives in the 2010 s .

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The future of AI could be in structured learning. Just as young humans are thought to learn their first languages by processing data input from fluent caretakers with their internal language grammar, computers can also be taught how to teach themselves a task—especially if the task is to imitate a human in some capacity.

We Invited Them In

This decade, artificial intelligence went from being employed chiefly as an academic subject or science fiction trope to an unobtrusive (though occasionally malicious) everyday companion. AIs have been around in some form since the 1500s or the 1980s, depending on your definition. The first search indexing algorithm was AltaVista in 1995, but it wasn’t until 2010 that Google quietly introduced personalized search results for all customers and all searches. What was once background chatter from eager engineers has now become an inescapable part of daily life.

One function after another has been turned over to AI jurisdiction, with huge variations in efficacy and consumer response. The prevailing profit model for most of these consumer-facing applications, like social media platforms and map functions, is for users to trade their personal data for minor convenience upgrades, which are achieved through a combination of technical power, data access, and rapid worker disenfranchisement as increasingly complex service jobs are doubled up, automated away, or taken over by AI workers.

The Decade in Which Everything Was Great But Felt Terrible

  The Decade in Which Everything Was Great But Felt Terrible In the 2010s America achieved late capitalism. © GettyEditor's note: The opinions in this article are the author’s, as published by our content partner, and do not necessarily represent the views of MSN or Microsoft. If I had to pick the story that best captured the economy of the 2010s, it might be the tale of CamperForce: a group of elderly nomads, living in vans and RVs, spending their twilight years temping at Amazon fulfillment centers.There’s a positive spin to the story. Some people want the structure and community that work can provide well into retirement age.

AI has become pervasive across the product line, such as with Gmail, YouTube, Maps, Photos, Google Cloud and so on. The company has also developed its own assistant, which connects with more than 5,000 devices in the home. The Bot Decade : How AI Took Over Our Lives in the 2010 s .

Prior to our reporting, the USPTO had not publicly acknowledged the program’s existence, which meant that if you were one of the unlucky few who were placed in the system, you’d have no way to know about the delays that were coming. The Bot Decade : How AI Took Over Our Lives in the 2010 s .

The Harvard social scientist Shoshana Zuboff explained the impact of these technologies on the economy with the term “surveillance capitalism.” This new economic system, she wrote, “unilaterally claims human experience as free raw material for translation into behavioural data,” in a bid to make profit from informed gambling based on predicted human behavior.

We Put Them in Charge

We’re already using machine learning to make subjective decisions—even ones that have life-altering consequences. Medical applications are only some of the least controversial uses of artificial intelligence; by the end of the decade, AIs were locating stranded victims of Hurricane Maria, controlling the German power grid, and killing civilians in Pakistan.

The sheer scope of these AI-controlled decision systems is why automation has the potential to transform society on a structural level. In 2012, techno-socialist Zeynep Tufekci pointed out the presence on the Obama reelection campaign of “an unprecedented number of data analysts and social scientists,” bringing the traditional “confluence of marketing and politics” into a new age.

Intelligence that relies on data from an unjust world suffers from the principle of “garbage in, garbage out,” futurist Cory Doctorow observed in a recent blog post. Diverse perspectives on the design team would help, Doctorow wrote, but when it comes to certain technology, there might be no safe way to deploy:

Sorry, the 2010s aren't over yet

  Sorry, the 2010s aren't over yet Time is not always governed by the calendar. The 20th century ran a few years shy of 100, getting a late start with the outbreak of World War I in 1914 and ending, depending on who you ask, either with the collapse of the Soviet Union in 1991 or the Sept. 11 attacks in 2001. In the middle of that short century, however, the 1960s were a "long decade." The events and cultural markers we associate with the 60s are not neatly confined between 1960 and 1969 but stretch, as British historian Arthur Marwick has posited, from 1958 to 1974.

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“Given that a major application for facial recognition is totalitarian surveillance and control, maybe we should be thinking about limiting facial recognition altogether, rather than ensuring that it is equally good at destroying the lives of women and brown people.”

It doesn’t help that data collection for image-based AI has so far taken advantage of the most vulnerable populations first. The Facial Recognition Verification Testing Program is the industry standard for testing the accuracy of facial recognition tech; passing the program is imperative for new FR startups seeking funding.

But the datasets of human faces that the program uses are sourced, according to a report from March, from images of U.S. visa applicants, arrested people who have since died, and children exploited by child pornography. The report found that the majority of data subjects were people who had been arrested on suspicion of criminal activity. None of the millions of faces in the program’s data sets belonged to people who had consented to this use of their data.

We Tried to Control Them

State-level efforts to regulate AI finally emerged this decade, with some success. The European Union’s General Data Protection Regulation (GDPR), enforceable from 2018, limits the legal uses of valuable AI training datasets by defining the rights of the “data subject” (read: us); the GDPR also prohibits the “black box” model for machine learning applications, requiring both transparency and accountability on how data are stored and used. At the end of the decade, Google showed the class how not to regulate when they built, and then scrapped, an external AI ethics panel a week later, feigning shock at all the negative reception.

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Even attempted regulation is a good sign. It means we’re looking at AI for what it is: not a new life form that competes for resources, but as a formidable weapon. Technological tools are most dangerous in the hands of malicious actors who already hold significant power; you can always hire more programmers. During the long campaign for the 2016 U.S. presidential election, the Putin-backed IRA Twitter botnet campaigns—essentially, teams of semi-supervised bot accounts that spread disinformation on purpose and learn from real propaganda—infiltrated the very mechanics of American democracy.

Next Up: The Second Bot Decade

Keeping up with AI capacities as they grow will be a massive undertaking. Things could still get much, much worse before they get better; authoritarian governments around the world have a tendency to use technology to further consolidate power and resist regulation.

Tech capabilities have long since proved too fast for traditional human lawmakers, but one hint of what the next decade might hold comes from AIs themselves, who are beginning to be deployed as weapons against the exact type of disinformation other AIs help to create and spread. There now exists, for example, a neural net devoted explicitly to the task of identifying neural net disinformation campaigns on Twitter. The neural net’s name is Grover, and it’s really good at this.

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