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Agriculture: Machine learning can reveal optimal growing conditions to maximize taste, other features

What goes into making plants taste good? For scientists in MIT’s Media Lab, it takes a combination of botany, machine-learning algorithms, and some good old-fashioned chemistry.

Using all of the above, researchers in the Media Lab’s Open Agriculture Initiative report that they have created that are likely more delicious than any you have ever tasted. No is involved: The researchers used computer algorithms to determine the optimal growing conditions to maximize the concentration of flavorful molecules known as .

But that is just the beginning for the new field of “cyber agriculture,” says Caleb Harper, a principal research scientist in MIT’s Media Lab and director of the OpenAg group. His group is now working on enhancing the human disease-fighting properties of herbs, and they also hope to help growers adapt to changing climates by studying how crops grow under different conditions.

Artificial intelligence can now emulate human behaviors – soon it will be dangerously good

When artificial intelligence systems start getting creative, they can create great things – and scary ones. Take, for instance, an AI program that let web users compose music along with a virtual Johann Sebastian Bach by entering notes into a program that generates Bach-like harmonies to match them.

Run by Google, the app drew great praise for being groundbreaking and fun to play with. It also attracted criticism, and raised concerns about AI’s dangers.

My study of how emerging technologies affect people’s lives has taught me that the problems go beyond the admittedly large concern about whether algorithms can really create music or art in general. Some complaints seemed small, but really weren’t, like observations that Google’s AI was breaking basic rules of music composition.

Meet the Future Unmanned Force

Two new autonomous aircraft concepts that promise to redefine the Air Force’s unmanned fleet are moving forward.

The latest, Skyborg, is an autonomous drone prototyping program underway at the Air Force Research Laboratory. Researchers hope to get the aircraft—expected to be cheaper than other platforms and easily replaceable—combat-ready by the end of 2023.

Air Force Acquisition Executive Will Roper revealed the program, which launched in October, at a conference in Washington last month. Skyborg must be able to autonomously take off and land, fly in bad weather, and avoid other aircraft, terrain, and obstacles, the Air Force said.

Google to pull plug on AI ethics council

(Reuters) — Alphabet Inc’s Google said on Thursday it was dissolving a council it had formed a week earlier to consider ethical issues around artificial intelligence and other emerging technologies.

The council had run into controversy over two of its members, according to online news portal Vox, which first reported the dissolution of the council.

The council, launched on March 26, was meant to provide recommendations for Google and other companies and researchers working in areas such as facial recognition software, a form of automation that has prompted concerns about racial bias and other limitations.

Mushrooms Are A Highly Evolved Extraterrestrial Species — Organic Internet [VIDEO]

It is a crazy thought, right?! To think that mushrooms could be alien life. But before you dismiss the idea, take a look at some of principles of the theory. The main concept was formulated by the ingenious psychonaut philosopher Terrence McKenna, and goes along following lines.

Like no other form of life on our planet, the spores of mushrooms are almost perfectly suited to space travel. They can survive high vacuum and insanely low temperatures; the casing of a spore is one of the most electron dense materials in nature, to the point where McKenna says it is almost akin to a metal; global currents are even able to form on the quasi-metallic surface of an airborne spore, which then acts as a repellent to the extreme radiation of space. It is a mind boggling thought that something could evolve to be so perfectly suited to explore the universe.

If a civilization is advanced enough, then chances are their concepts and understanding of reality would far outweigh ours. If they were advanced enough to be able to change their very genetic structure, then there would be a lot of merit in changing/evolving into a mushroom. Mushrooms are highly resilient, non-invasive, practically immortal, full of neurotransmitters, and able to weather space. It would be the perfect way to explore and colonize the galaxy. Plus once mushrooms establish themselves, they create an underground neural network of mycelium that highly resembles the neural networks of the human brain or the internet.

Intel Invested $117 Million into AI Startups Including Untether AI

More details on Intel Capital’s new investments in 14 disruptive startups:

Disrupting Artificial Intelligence

Untether AI (Toronto, Ontario, Canada) is developing ultra-efficient, high-performance AI chips that will be the foundation for the next wave of innovation in AI. Untether AI has invented an entirely new type of chip architecture that is specifically designed for neural net inference by eliminating bottlenecks in data movement. This unique architecture moves data 1,000 times faster than traditional architectures, resulting in extreme performance and efficiency. The company was founded by a team of scientists, engineers and experienced entrepreneurs who have successfully brought to market more than 1 billion chips.

IBM artificial intelligence can predict with 95% accuracy which workers are about to quit their jobs

IBM’s A.I. is so advanced, it can predict when you’re planning to leave your job — even before you know it.


IBM AI can predict with 95 percent accuracy when an employee is about to leave their job. That should not scare workers, but human resource managers in today’s tight labor market that do not understand how to keep employees on a clear career path.

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