The rise of AI-driven personalized learning raises new questions for educators

There was a moment in popular culture when the vision for a the future included a teacher who looked a lot less human. In the 1960s cartoon “The Jetsons,” children attend classes taught by a purple and blue humanoid computer program, Ms. Brainmocker. That idea has resurfaced several times in the decades since — often as a monster-in-the-closet for teachers, but occasionally as an aide.

In some ways, it seems Ms. Brainmocker’s moment may be on the verge of arriving. Last week, Knewton announced the creation of an artificial intelligence program that automatically delivers content to students based on how they learn. Similar programs have begun to spring up, offering ways to automate at least some of the practices of a teacher. But as the market grows, the focus seems to be less on all-out replacements like Ms. Brainmocker and more on the blackboard, the books, and the homework she assigns. In short, many of the so-called “smart” technologies are intended to aid, not replace, teachers (at least in the U.S.). But making sure they do will require examining exactly how they fit into schools.

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Will Artificial Intelligence surpass our own?

Representational image

We are in the midst of a revolution in machine intelligence, the art and engineering practices that let computers perform tasks that, until recently, could be done only by people.
There is now software that identifies faces at border crossings and matches them against passports or that labels people and objects in photographs posted to social media. Algorithms can teach them to play Atari video games. A camera and chip embedded in top-of-the-line sedans let the vehicles drive autonomously on the open road.

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Intelligent machines: Making AI work in the real world

Eric Schmidt, Alphabet executive chairman
Image captionEric Schmidt believes that we are at the cusp of a new age of AI

As part of the BBC’s Intelligent Machines season, Google’s Eric Schmidt has penned an exclusive article on how he sees artificial intelligence developing, why it is experiencing such a renaissance and where it will go next.

Until recently, AI seemed firmly stuck in the realm of science fiction. The term “artificial intelligence” was coined 60 years ago – on August 31 1955, John McCarthy proposed a “summer research project” to work out how to create thinking machines.

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How can artificial intelligence make us healthier?

This post is part of a blog series with Young Scientists ahead of the Annual Meeting of the New Champions 2015, which takes place in Dalian, China, from 9-11 September. In this blog, Carnegie Mellon University’s Louis-Philippe Morency talks about his research into how artificial intelligence can help us recognize mental health conditions such as depression and post-traumatic stress disorder.

How’s life at the intersection of artificial intelligence and healthcare?

It’s very exciting right now. The area I’m most interested in is how we can use computer science to help clinicians and healthcare providers recognize mental health conditions such as depression, anxiety or post-traumatic stress disorder through the non-verbal communication of the patient. We call this multimodal machine learning.

This seems like a long term goal: how close are we?

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Will artificial intelligence overtake humans in the workplace?

Earlier this year, there were reports on advances in artificial intelligence. Stephen Hawking, Elon Musk and others voiced their concerns about computers overtaking humans, and it could start in the workplace, CBS News’ Anthony Mason reports.

“Eventually I think most jobs will be replaced, like 75 percent, 80 percent of people are probably not going to work for a living,” New York University’s Gary Marcus told Mason earlier this year.

Since that conversation, the jobs issue has attracted more attention. Recently, two books from technology experts in Silicon Valley foretell a potentially jobless future.

Jerry Kaplan is author of the just-released “Humans Need Not Apply: A Guide to Wealth and Work in the Age of Artificial Intelligence.”

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The next phase in Artificial Intelligence: Singularity

Max Spindle @compdealernews

I love good science fiction because there is always a glimpse of a thought, an idea that ultimately becomes something tangible in our world.

But Elon Musk’s (Tesla, SpaceX) and Stephen Hawking’s warning about perfecting AI (artificial intelligence) could lead us to create a demon we can’t control made me wonder if it isn’t already too late.

We’re already struggling to understand and manage AI

AI is only one of our technological advances that will lead to Google’s Raymond Kurzweil’s favorite subject, Singularity.

Kurzweil is also one of the founders of six-year-old Singularity University and his goal is to live 700 years +/-.

Actually, the way technology is rushing, he could live a helluva’ lot longer … just not in his present form.

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Will Artificial Intelligence Kill Content Marketing?

Will Artificial Intelligence Kill Content Marketing?

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“Humans, who are limited by slow biological evolution, couldn’t compete and would be superseded [by artificial intelligence].”

– Professor Stephen Hawking, University of Cambridge

These words from renowned physicist Stephen Hawking, as well as the impending presidential campaign of self-proclaimed “transhumanist” Zoltan Istvan, paint quite an exciting picture regarding the future role of artificial intelligence (AI) in everyday life. After all, Istvan’s idea of integrated immortality via the growth of AI being just within reach of humanity’s grasp is definitely a topic that stirs up quite a bit of controversy and discussion among experts and casual friends alike.

However, the notion of this virtual force assuming direct control of certain societal functions isn’t just limited to fascinating conversations and hypotheticals found in the distant future. In fact, certain members of the content marketing community feel that this reality is right around the corner for a human-driven industry that views itself as both vibrant and irreplaceable. With this in mind, let’s take a look at the future relationship between content marketing and AI, as well as what this development could mean for content marketers like yourself moving forward.

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Don’t Worry, Smart Machines Will Take Us With Them

Why human intelligence and AI will co-evolve.

When it comes to artificial intelligence, we may all be suffering from the fallacy of availability: thinking that creating intelligence is much easier than it is, because we see examples all around us. In a recent poll, machine intelligence experts predicted that computers would gain human-level ability around the year 2050, and superhuman ability less than 30 years after.1 But, like a tribe on a tropical island littered with World War II debris imagining that the manufacture of aluminum propellers or steel casings would be within their power, our confidence is probably inflated.

AI can be thought of as a search problem over an effectively infinite, high-dimensional landscape of possible programs. Nature solved this search problem by brute force, effectively performing a huge computation involving trillions of evolving agents of varying information processing capability in a complex environment (the Earth). It took billions of years to go from the first tiny DNA replicators toHomo Sapiens. What evolution accomplished required tremendous resources. While silicon-based technologies are increasingly capable of simulating a mammalian or even human brain, we have little idea of how to find the tiny subset of all possible programs running on this hardware that would exhibit intelligent behavior.

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Asking the Experts: Artificial Intelligence Leaders Answer AI’s Most Burning Questions (Part I)

What if you could get a few of the top minds in artificial intelligence and pick their brain?

Fun idea, right?

I’m lucky enough to explore the bigger AI questions over dinner with friends and with my colleagues at work, but those views don’t necessarily get shared – and there’s a lot of noise when it comes to this exciting technology.

So, I decided to tap my AI peers for their expert views on the top questions around AI to help provide a more balanced view from the AI community:

Adam Cheyer, Co-founder of Viv, formerly Co-founder of Siri
David Ackley, Associate Professor of Computer Science at the University of New Mexico
Dr. Dileep George, Co-founder of Vicarious

In part I of this two-part article, we’ll dive into some personal a-ha moments related to AI research, the surprises and discoveries around the technology as well as exploring the most unusual use cases when it comes to AI.

Here goes!

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