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Researchers push artificial intelligence to a new level with ‘machine learning’
New developments in artifical intelligence will actually be able to predict upcoming solar flares.
The Solar Dynamics Observatory gathers data on the Sun and it does it well. As a matter of fact, it collects more data than any satellite NASA has ever sent out into space. Parsing the 1.5 terabytes of data that the satellite collects per day can be a bit much for researchers, however. That’s why researchers at Stanford University are using artificial intelligence to help parse and sort the sea of information.
Using a process called “machine learning”, artificial intelligence can sort data into relevant categories becoming better at sorting as it gains more and more data.
“Machine learning is a sophisticated way to analyze a ton of data and classify it into different groups,” said researcher Monica Bobra.
Bobra and her fellow researcher Sebastien Couvidat wanted to see if the machine’s propensity to find patterns could be used to predict the strength of potential solar flares. This is important information as the massive bursts of solar energy can wreak havoc on communications equipment on Earth.
Using a database of nearly 2000 active regions, the researchers cataloged active and non-active areas of the Sun’s surface, then fed the numbers into their machines. The machines quickly learned to identify relevant features of active regions that threatened to send out a solar flare and dormant regions.
As the machine gets better at predicting which areas will flare, communications workers will be able to prevent damage to their equipment (or at least not be caught by surprise) when a solar flare makes its way toward Earth.
Always hoping to be more efficient, the researchers have pared down even this latest technology that would allow them to predict he coming flares. Before the study was completed, researchers realized that not all 25 of the features used by the machine to discriminate between active and non-active regions were necessary for the machine to make an accurate prediction.
Source: http://thespacereporter.com/2015/01/researchers-push-artificial-intelligence-to-a-new-level-with-machine-learning/
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Founded by Russian entrepreneur Dmitry Itskov in February 2011 with the participation of leading Russian specialists in the field of neural interfaces, robotics, artificial organs and systems.
The main goals of the 2045 Initiative: the creation and realization of a new strategy for the development of humanity which meets global civilization challenges; the creation of optimale conditions promoting the spiritual enlightenment of humanity; and the realization of a new futuristic reality based on 5 principles: high spirituality, high culture, high ethics, high science and high technologies.
The main science mega-project of the 2045 Initiative aims to create technologies enabling the transfer of a individual’s personality to a more advanced non-biological carrier, and extending life, including to the point of immortality. We devote particular attention to enabling the fullest possible dialogue between the world’s major spiritual traditions, science and society.
A large-scale transformation of humanity, comparable to some of the major spiritual and sci-tech revolutions in history, will require a new strategy. We believe this to be necessary to overcome existing crises, which threaten our planetary habitat and the continued existence of humanity as a species. With the 2045 Initiative, we hope to realize a new strategy for humanity's development, and in so doing, create a more productive, fulfilling, and satisfying future.
The "2045" team is working towards creating an international research center where leading scientists will be engaged in research and development in the fields of anthropomorphic robotics, living systems modeling and brain and consciousness modeling with the goal of transferring one’s individual consciousness to an artificial carrier and achieving cybernetic immortality.
An annual congress "The Global Future 2045" is organized by the Initiative to give platform for discussing mankind's evolutionary strategy based on technologies of cybernetic immortality as well as the possible impact of such technologies on global society, politics and economies of the future.
Future prospects of "2045" Initiative for society
2015-2020
The emergence and widespread use of affordable android "avatars" controlled by a "brain-computer" interface. Coupled with related technologies “avatars’ will give people a number of new features: ability to work in dangerous environments, perform rescue operations, travel in extreme situations etc.
Avatar components will be used in medicine for the rehabilitation of fully or partially disabled patients giving them prosthetic limbs or recover lost senses.
2020-2025
Creation of an autonomous life-support system for the human brain linked to a robot, ‘avatar’, will save people whose body is completely worn out or irreversibly damaged. Any patient with an intact brain will be able to return to a fully functioning bodily life. Such technologies will greatly enlarge the possibility of hybrid bio-electronic devices, thus creating a new IT revolution and will make all kinds of superimpositions of electronic and biological systems possible.
2030-2035
Creation of a computer model of the brain and human consciousness with the subsequent development of means to transfer individual consciousness onto an artificial carrier. This development will profoundly change the world, it will not only give everyone the possibility of cybernetic immortality but will also create a friendly artificial intelligence, expand human capabilities and provide opportunities for ordinary people to restore or modify their own brain multiple times. The final result at this stage can be a real revolution in the understanding of human nature that will completely change the human and technical prospects for humanity.
2045
This is the time when substance-independent minds will receive new bodies with capacities far exceeding those of ordinary humans. A new era for humanity will arrive! Changes will occur in all spheres of human activity – energy generation, transportation, politics, medicine, psychology, sciences, and so on.
Today it is hard to imagine a future when bodies consisting of nanorobots will become affordable and capable of taking any form. It is also hard to imagine body holograms featuring controlled matter. One thing is clear however: humanity, for the first time in its history, will make a fully managed evolutionary transition and eventually become a new species. Moreover, prerequisites for a large-scale expansion into outer space will be created as well.
Key elements of the project in the future
• International social movement
• social network immortal.me
• charitable foundation "Global Future 2045" (Foundation 2045)
• scientific research centre "Immortality"
• business incubator
• University of "Immortality"
• annual award for contribution to the realization of the project of "Immortality”.
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