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Combining human and artificial intelligence in autonomous vehicles could push driverless cars more quickly toward wide-scale adoption, University of Michigan researchers say.

That’s the goal of a new project that relies on a technique called instantaneous crowdsourcing to provide a cost-effective, real-time remote backup for onboard autonomous systems without the need for a human to be physically in the driver’s seat. The research is taking place at the U-M Transportation Research Institute (UMTRI).

The need for human safety drivers in vehicles like Waymo’s recently introduced autonomous taxis undermines their cost advantage compared to traditional ride sharing services, the researchers say. It also keeps the era of cars as autonomous rolling living rooms tantalizingly out of reach. And most researchers agree that machines won’t be able to completely take over driving duties for years or even decades.

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In a 2018 Science paper, co-authored with Jacob Bellmund, Christian Doeller, and Edvard Moser—neuroscientists from the Max Planck Institute in Leipzig and the Kavli Institute in Trondheim—Gärdenfors, of the University of Lund, buttressed his idea with recent advances in brain science. He argued that the brain represents concepts in the same way that it represents space and your location, by using the same neural circuitry for the brain’s “inner GPS.”

“Cognitive spaces are a way of thinking about how our brain might organize our knowledge of the world,” Bellmund said. It’s an approach that concerns not only geographical data, but also relationships between objects and experience. “We were intrigued by evidence from many different groups that suggested that the principles of spatial coding in the hippocampus seem to be relevant beyond the realms of just spatial navigation,” Bellmund said. The hippocampus’ place and grid cells, in other words, map not only physical space but conceptual space. It appears that our representation of objects and concepts is very tightly linked with our representation of space.

Gärdenfors’ theory highlights a fruitful path, not only for cognitive scientists, but for neurologists and machine-learning researchers.

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God” according to Rev Benek is working thru people like me who are pioneers in the AI and uploading field — and I am developing a Zenet interface for artificial death simulating the Khemetic afterlife — not a Judeo-Christian version. Osiris is a key deity in Zenet, and has a special place in Mormonism btw. There are good technical reasons for using Zenet. Objectives for the dead are slightly different than play strategy for the living in Zenet (having already passed over the dangerous waters). It is the Bridge between Worlds perfect for artificial-death, no biblical or koranic account exists how to communicate between living and deceased. “The betterment of mankind” imo involves the Restoration of Ma’at. And the Egyptian afterlife is available to all races (not just chosen people) — “Hour Five is one of the most complex hours within the composition. In the upper registers, the gods are portrayed with a surveying cord, because the deceased are allotted space (in the form of fields) within this hour. The deceased are also allotted time, and hence the gods also carry the body of a serpent and the hieroglyphs meaning “lifetime” in the lower register. In order to accomplish this, the Apophis fiend, known as “the Retreater, must once again be battled and fettered. Behind Apophis we notice the ba-souls of the blessed dead, and at the beginning of the lower register are found the four ”races” of mankind, including Egyptians, Asiatics, Nubians and Libyans. Each race is represented by four individual figures, who are assured existence in the afterlife. They are placed in the care of Horus and Sakhmet. It should be noted that the Great Hymn of Akhenaten, Aten is said to care even for foreign people, and hence, they are sheltered in the realm of the dead, according to Even if the uploading doesn’t take, this belt and braces offering still offers (conventional religious) Immortality with Horus, Amen, Isis, Thoth and the gang. Why does it matter which ”God(s)” — so long as we make it to the (1st) afterlife with the bonus of communication with the living?


Funerary Text from Egypt’s New Kingdom.

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In part three of Hello World Shenzhen, Bloomberg Businessweek’s Ashlee Vance heads out into a city where you can’t use cash or credit cards, only your smartphone, where AI facial-recognition software instantly spots and tickets jaywalkers, and where at least one factory barely needs people. This is the society that China’s government and leading tech companies are racing to make a reality, with little time to question which advancements are net positives for the rest of us.

Part One — Inside China’s Future Factory.
https://www.youtube.com/watch?v=eLmaIbb13GM

Part Two — China’s High Stakes Robot Wars.
https://www.youtube.com/watch?v=qrhvZhPaxQ4

https://www.bloomberg.com/hello-world

Credits:

Creator & Host
Ashlee Vance

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~ David J. Kelley


Essentially, we are asking for volunteers to be part of one or two of three groups that will help us conduct a cognitive function high-level study of a type of Artificial General Intelligence (AGI) based on a cognitive architecture termed the Independent Core Observer Model (ICOM). Yes, I realize this is a lot of complex technospeak, but if you want to really get technical you can refer to a glossary and references (at the end of this document)—but primarily, I’ll try to keep the details in a more non-AI scientist sort of language (meaning normal English).

That said, what you are volunteering for is, again, to be part of one or two out of three research groups that will perform a type of task depending on your ability to participate—and you get to select the group that works best for you. From our statistical standpoint, our resident research psychologist Dr. Amon Twyman) has stated that we need these groups to be a certain size to ensure that we can obtain even vague conclusions—so we need more help to ensure our pool size is large enough.

Three Groups: What to expect

For this study have we are using three groups to compare individual humans to groups of humans to behave as an Artificial General Intelligence (AGI) that uses a collective group of humans to function like (for those super nerds out there) a meta-organism that we’ve termed a Mediated Artificial Super Intelligence (mASI), which is likely to exhibit some features that could be construed as superhuman and be relatively slow for normal tasks. Based on how the groupings, you could be in Group 1 and Group 3, Group 2 and Group 3 or just any one of the groups. (You cannot be in Group 1 and Group 2 as it’s not a valid comparison from a statistical standpoint.)

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How is the technological landscape changing in 2019, and what innovations will we see in the future? originally appeared on Quora: the place to gain and share knowledge, empowering people to learn from others and better understand the world.

Answer by Gary Shapiro, President and CEO at Consumer Technology Association, on Quora:

The two biggest stories coming out of CES 2019 are advancements in fifth generation cellular connectivity (5G) and artificial intelligence (AI). Both of these innovations will open the door to a world of convenience, precision and high-speed broadband.

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