The Future of Artificial Intelligence
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DeepMind breaks 50-year math record using AI; new record falls a week later – Ars Technica

DeepMind breaks 50-year math record using AI; new record falls a week later – Ars Technica | The Future of Artificial Intelligence | Scoop.it

"Matrix multiplication is at the heart of many machine learning breakthroughs, and it just got faster—twice. Last week, DeepMind announced it discovered a more efficient way to perform matrix multiplication, conquering a 50-year-old record. This week, two Austrian researchers at Johannes Kepler University Linz claim they have bested that new record by one step."

Juliette Decugis's insight:

Driven by the success of AlphaGo in defeating world champion Go players, Deep Mind researchers redesigned matrix multiplication as a board game, learnable through reinforcement learning. They trained AlphaTensor on this innovative state space. It successfully learned past matrix multiplication techniques and even designed its own, faster by 2 operations. This represents a huge breakthrough for artificial intelligence. It promises first acceleration of deep learning training as even a two step acceleration could lead to hundreds and even thousands less operations on large datasets. On a higher level, these results also demonstrate the capacity of machines to innovate beyond human learning. AlphaGo identified game playing strategies unknown to experts and for the first time GoogleAI was able to generalize this new learning to another domain. This innovation by AlphaTensor later improved on by Austrian researchers promises a future where machine and humans learn from each other.

 

Link to deep mind article discussing novel matrix multiplication optimization algorithm (AlphaTensor): https://www.deepmind.com/blog/discovering-novel-algorithms-with-alphatensor

 

 

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Facebook wants to use artificial intelligence to block terrorists online

Facebook wants to use artificial intelligence to block terrorists online | The Future of Artificial Intelligence | Scoop.it
Artificial intelligence is being developed to analyze written text to block terror-related content.
Juliette Decugis's insight:
Facebook has been greatly criticised for not doing enough to stop the spread of terrorist ideas on its platform. After the recent London attacks, the social media decided to change its policy and spend more time solving this issue through the potential use of AI.
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5 Ways Artificial Intelligence Can Positively Impact Your Marketing Strategy

5 Ways Artificial Intelligence Can Positively Impact Your Marketing Strategy | The Future of Artificial Intelligence | Scoop.it
Get ready for the future - artificial intelligence is here to stay, and help marketers understand their customer's needs, emotions and preferences better.
Juliette Decugis's insight:
How companies use artificial intelligence today: a strong marketing tool.
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Scientists Have Developed an Artificial Intelligence System That Predicts the Lifespan of a Person

Scientists Have Developed an Artificial Intelligence System That Predicts the Lifespan of a Person | The Future of Artificial Intelligence | Scoop.it

According to sources from TimesOfIndia, the Artificial Intelligence (AI) system, developed by researchers from University of Adelaide in Australia, analysed the medical imaging of 48 patients' by simply looking at the images of their organs and were able to predict which of them would die within five years, with 69 percent accuracy. 

Juliette Decugis's insight:
Will AI replace even jobs requiring decades of higher education? Doctors are also at risk in this coming revolution...
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How Artificial Intelligence Is Revolutionizing Enterprise Software In 2017

How Artificial Intelligence Is Revolutionizing Enterprise Software In 2017 | The Future of Artificial Intelligence | Scoop.it
81% of IT leaders are currently investing in or planning to invest in Artificial Intelligence (AI) and machine learning. Based on the study, CIOs have a new mandate to integrate AI into IT technology stacks. The study found that 43% are evaluating and doing a Proof of Concept (POC).
Juliette Decugis's insight:
Artificial Intelligence is already a key tool for software companies. This study shows how much it influences IT leaders and its growth in the last years.
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U.S. weighs restricting Chinese investment in artificial intelligence: officials

U.S. weighs restricting Chinese investment in artificial intelligence: officials | The Future of Artificial Intelligence | Scoop.it
There is concern that cutting-edge technologies developed in the U.S. could be used by China to bolster its military capabilities and even push it ahead in strategic industries
Juliette Decugis's insight:
Military use of artificial intelligence is becoming more and more frequent especially in drone warfare. It is no surprise that China has developed a growing interest in Silicon Valley's AI companies. Each year, the country invests 40 million dollars in American companies. The investements are taking a negative toll on the US economy and posing a potential threat.
 
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10 Jobs Artificial Intelligence Will Replace (and 10 That Are Safe)

10 Jobs Artificial Intelligence Will Replace (and 10 That Are Safe) | The Future of Artificial Intelligence | Scoop.it
The age of artificial intelligence, or AI, is here. Learn which jobs it will replace and which jobs are safe ... for now.
Juliette Decugis's insight:
Some jobs remain irreplaceable. AI is developing more and more in the recent years, but we have no clue when the revolution will actually come to life. It could be in the next years or in the next decades. 
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MIT builds Artificial Intelligence system that can detect 85% of Cyber Attacks

MIT builds Artificial Intelligence system that can detect 85% of Cyber Attacks | The Future of Artificial Intelligence | Scoop.it
Security researchers at MIT have developed an Artificial Intelligence-based cyber security platform that can predict, detect, and stop 85% of Cyber Attacks with high accuracy.
Juliette Decugis's insight:
"What if we could Predict when a cyber attack is going to occur before it actually happens and prevent it? Isn't it revolutionary idea for Internet Security?"
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