INF 103 WEEK 5 DISCUSSION 1 ARTIFICIAL INTELLIGENCE, SINGULARITY, AND GOOGLE – Video


INF 103 WEEK 5 DISCUSSION 1 ARTIFICIAL INTELLIGENCE, SINGULARITY, AND GOOGLE
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Elon Musk on his $10 Million donation to AI Research (2015) – Video


Elon Musk on his $10 Million donation to AI Research (2015)
Elon Musk talks about future tech and his decision to fund research for keeping artificial intelligence beneficial. Overview: 00:00. Why 02:04. Early detractors 04:08. Impactful future technologie...

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Engineering Exam Vlog Part 3 | Law aftermath, Gigs, and OOTD! – Video


Engineering Exam Vlog Part 3 | Law aftermath, Gigs, and OOTD!
Friday has arrived and I, the Electronics Engineering with Artificial Intelligence undergrad, must to channel my inner Jessica from Suits and knock this law exam out of the park! In the exam...

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Is this the Terminator? US Military Unveils a Robot Soldier By Google w/ #AI Programming – Video


Is this the Terminator? US Military Unveils a Robot Soldier By Google w/ #AI Programming
Boston Dynamics (acquired by Google) is actively working on a robotics project and competition to program the robot to do tasks without any human intervention. Google also has probably the...

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Now, Even Artificial Intelligence Gurus Fret That AI Will …

Its easy to find lots of people who worrythat artificial intelligence will create machines so smart that they will destroy a huge swath of jobs currently done by humans. As computers and robots become more adept at everything from driving to writing, say even some technology optimists such as venture capitalist Vinod Khosla, skilled jobs will quickly vanish, widening the income gap even amid unprecedented abundance.

Its also easy to find lots of people who think those worries are hogwash. Technological advances have always improved productivity and created new jobs to replace those made obsolete, insistsmart people such as VC Marc Andreessen.

But its rare to find people in the AI field openly fret about their work resulting in the elimination of millions upon millions of jobs. So it was interesting, indeed alarming, to find not one but two AI and machine intelligence experts raise serious concerns this week about the potential impact of recent advances on the labor market.

One was Andrew Ng, the onetime head of the Google Google Brain project, a founder in the online education startup Coursera, and now chief scientist at the Chinese Internet company Baidu Baidu. At two conferences this week, the RE.WORK Deep Learning Summit in San Francisco and the Big Talk Summit in Mountain View, the former Stanford University computer science professor took the opportunity to sketch out AIs challenges to society as it replaces more and more jobs.

Historically technology has created challenges for labor, he noted. But while previous technological revolutions also eliminating many types of jobs and created some displacement, the shift happened slowly enough to provide new opportunities to successive generations of workers. The U.S. took 200 years to get from 98% to 2% farming employment, he said. Over that span of 200 years we could retrain the descendants of farmers.

But he says the rapid pace of technological change today has changed everything. With this technology today, that transformation might happen much faster, he said. Self-driving cars, he suggested could quickly put 5 million truck drivers out of work.

Retraining is a solution often suggested by the technology optimists. But Ng, who knows a little about education thanks to his cofounding of Coursera, doesnt believe retraining can be done quickly enough. What our educational system has never done is train many people who are alive today. Things like Coursera are our best shot, but I dont think theyre sufficient. People in the government and academia should have serious discussions about this.

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Researchers improve artificial intelligence algorithms for semi-autonomous vehicles

3 hours ago by Aaron Dubrow A vision for urban transportation in 2030. GM-Segway EN-V Laugh (Xiao) exhibited at the Shanghai Expo 2010. Credit: Wikimedia Commons

For decades, researchers in artificial intelligence, or AI, worked on specialized problems, developing theoretical concepts and workable algorithms for various aspects of the field. Computer vision, planning and reasoning experts all struggled independently in areas that many thought would be easy to solve, but which proved incredibly difficult.

However, in recent years, as the individual aspects of artificial intelligence matured, researchers began bringing the pieces together, leading to amazing displays of high-level intelligence: from IBM's Watson to the recent poker playing champion to the ability of AI to recognize cats on the internet.

These advances were on display this week at the 29th conference of the Association for the Advancement of Artificial Intelligence (AAAI) in Austin, Texas, where interdisciplinary and applied research were prevalent, according to Shlomo Zilberstein, the conference committee chair and co-author on three papers at the conference.

Zilberstein studies the way artificial agents plan their future actions, particularly when working semi-autonomouslythat is to say in conjunction with people or other devices.

Examples of semi-autonomous systems include co-robots working with humans in manufacturing, search-and-rescue robots that can be managed by humans working remotely and "driverless" cars. It is the latter topic that has particularly piqued Zilberstein's interest in recent years.

The marketing campaigns of leading auto manufacturers have presented a vision of the future where the passenger (formerly known as the driver) can check his or her email, chat with friends or even sleep while shuttling between home and the office. Some prototype vehicles included seats that swivel back to create an interior living room, or as in the case of Google's driverless car, a design with no steering wheel or brakes.

Except in rare cases, it's not clear to Zilberstein that this vision for the vehicles of the near future is a realistic one.

"In many areas, there are lots of barriers to full autonomy," Zilberstein said. "These barriers are not only technological, but also relate to legal and ethical issues and economic concerns."

In his talk at the "Blue Sky" session at AAAI, Zilberstein argued that in many areas, including driving, we will go through a long period where humans act as co-pilots or supervisors, passing off responsibility to the vehicle when possible and taking the wheel when the driving gets tricky, before the technology reaches full autonomy (if it ever does).

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Researchers improve artificial intelligence algorithms for semi-autonomous vehicles

303 Aerospace Protectant FOR SALE|303 Aerospace Protectant Review|303 Protectant – Video


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Deep Draw Sheet Hydroforming Press Installed at Aerospace and Defense Industry Supplier Facility

St. Louis, MO Beckwood Press Company, a leading manufacturer of configurable hydraulic presses and the Triform line of aerospace forming technologies, recently built and installed a new Triform deep draw sheet hydroforming press for Kreisler Manufacturing Corporation (New Jersey, USA), a global engineering and manufacturing services provider, catering to the aerospace, military industrial sectors. The 16-10-7BD Triform features a 16" diameter forming area, 10,000 PSI of forming pressure and a 7" draw depth capacity to facilitate Kreisler's production of a variety of high-performance aircraft and aerospace engine parts for their customers which include Pratt Whitney, GE Unison, Honeywell, Rolls-Royce and Volvo Aero, among others.

The in-house forming capability Kreisler has gained with the addition of the 16-10-7BD is part of a larger company expansion, which includes a new manufacturing facility, and the increased use of in-house 3D printing for the production of, among other things, sheet hydroforming tools. The combination of the Triform's inherent tool cost savings, with the rapid part production of the 3D printing technology, aids in Kreisler's goal of reducing costs at every stage of production, from design to assembly and inspection.

"The entire team here at Beckwood is proud of the success we are having within the aerospace manufacturing sector," said Beckwood President, Jeffrey Debus. "The widespread adoption of our aerospace forming product line which now includes sheet hydroforming presses, extrusion and sheet / leading edge stretch formers, hot forming / SPF presses, hydraulic ring expanders and hot joggle presses is an indication of the Beckwood / Triform team's unique, decades-long experience with aerospace & defense capital equipment projects. Our ability to provide such a wide range of aerospace forming solutions is a benefit to manufacturers who are currently adding capacity and capability to facilitate the strong aerospace industry growth outlook."

About Kreisler Manufacturing Corporation Kreisler is a manufacturer of precision metal components and assemblies for use in military and commercial aircraft engines and industrial gas turbines. These products primarily include tube and manifold assemblies. Kreisler utilizes sophisticated, state-of-the-art manufacturing and inspection equipment, combined with an experienced workforce, to deliver premium components to the aerospace & defense industries. Kreisler offers a wide variety of design & fabrication experience, including bending, welding, forming, EDM, CNC machining, engineering and other special processes including nickel plating, passivation and titanium cleaning. Kreisler's systems and processes are certified by a variety of industry standards, including ISO, AS9100 and NADCAP. One-piece flow, and cellular manufacturing strategies assure quality and a high level of productivity.

About Beckwood The Beckwood Press Company is a leading manufacturer of hydraulic presses, sheet hydroforming presses, stretch forming machines and automation systems, located in St. Louis, MO USA. They offer quality, custom hydraulic presses for virtually every industry & application. New hot forming / SPF press technology, on-board PM features and integrated barcode scanning capability will help you work smarter & more efficiently. Beckwood also produces the Triform line of aerospace-focused forming solutions, which includes sheet hydroforming, extrusion and sheet / leading edge stretch formers, hydraulic ring expanders, rubber pad forming presses and joggle forming presses. Get the latest news from Beckwood at http://www.beckwoodpress.com/news.

Contact: Rebecca Fields 800-737-0111 (ext. 120) info@beckwoodpress.com

Beckwood Press Company and Triform Sheet Hydroforming http://www.beckwoodpress.com l http://www.triformpress.com l 889 Horan Drive l Fenton, MO 63026 l 636.343.4100

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Deep Draw Sheet Hydroforming Press Installed at Aerospace and Defense Industry Supplier Facility

A STAR is born: Engineers devise genetic ‘on’ switch

All life processes depend on genes turning on and off. Cornell scientists have created a new on switch to control gene expression a breakthrough that could revolutionize genetic engineering.

Synthetic biologists led by Julius Lucks, assistant professor of chemical and biomolecular engineering, have created a new genetic control mechanism made exclusively of ribonucleic acids (RNA). They call their engineered RNAs STARS Small Transcription Activating RNAs described online in Nature Chemical Biology, Feb. 2.

Weve created a whole new toolset of regulation, said Lucks, who describes RNA as the most engineerable molecule on the planet.

RNA is a single-stranded version of its close cousin, DNA, which makes up the double-stranded genome of all living organisms. While DNA acts as natures hard drive, storing the genes that make up our genome, RNA is part of the cellular computer that activates the hard drive by helping the cell tune the expression of specific genes, Lucks says. While RNA is known to do this in many ways, one thing it cant do in nature is start the process by turning on, or activating, transcription the first step in gene expression, and the core of many cellular programs.

In the lab, Lucks and colleagues have assigned RNA this new role. Theyve engineered an RNA system that acts like a genetic switch, in which RNA tells the cell to activate the transcription of a specific gene. The STAR system involves placing a special RNA sequence upstream of a target gene that acts as a blockade and prevents the cell from transcribing that gene. When the STAR is present, it removes this blockade, turning on the downstream gene by allowing transcription to take place. The effect is like a lock-and-key system for turning genes on, with STARs acting as a set of genetic keys for unlocking cellular genetic programs.

RNA is like a molecular puzzle, a crazy Rubiks cube that has to be unlocked in order to do different things, Lucks said. Weve figured out how to design another RNA that unlocks part of that puzzle. The STAR is the key to that lock.

RNA is Lucks favorite molecule because its simple much simpler than a protein and its function can be engineered by designing its structure. In fact, new experimental and computational technologies, some developed by Lucks lab, are now giving quick access to their structures and functions, enabling a new era of biomolecular design that is much more difficult to do with proteins.

Lucks envisions RNA-only, LEGO-like genetic circuits that can act as cellular computers. RNA-engineered gene networks could also offer diagnostic capabilities, as similar RNA circuits have been shown to activate a gene only if, for example, a certain virus is present.

This is going to open up a whole set of possibilities for us, because RNA molecules make decisions and compute information really well, and they detect things really well, Lucks said.

The paper is called Creating Small Transcription Activating RNAs, and its co-authors are postdoctoral associate James Chappell and graduate student Melissa Takahashi. Supporters include the National Science Foundation, the Defense Advanced Research Projects Agency and the Office of Naval Research.

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A STAR is born: Engineers devise genetic 'on' switch

Engineers devise genetic ‘on’ switch made exclusively of RNA

13 hours ago

All life processes depend on genes turning on and off. Cornell University scientists have created a new "on" switch to control gene expression - a breakthrough that could revolutionize genetic engineering.

Synthetic biologists led by Julius Lucks, assistant professor of chemical and biomolecular engineering, have created a new genetic control mechanism made exclusively of ribonucleic acids (RNA). They call their engineered RNAs STARS - Small Transcription Activating RNAs - described online in Nature Chemical Biology, Feb. 2.

"We've created a whole new toolset of regulation," said Lucks, who describes RNA as "the most engineerable molecule on the planet."

RNA is a single-stranded version of its close cousin, DNA, which makes up the double-stranded genome of all living organisms. While DNA acts as nature's hard drive, storing the genes that make up our genome, RNA is part of the cellular computer that activates the hard drive by helping the cell tune the expression of specific genes, Lucks says. While RNA is known to do this in many ways, one thing it can't do in nature is start the process by turning on, or activating, transcription - the first step in gene expression, and the core of many cellular programs.

In the lab, Lucks and colleagues have assigned RNA this new role. They've engineered an RNA system that acts like a genetic switch, in which RNA tells the cell to activate the transcription of a specific gene. The STAR system involves placing a special RNA sequence upstream of a target gene that acts as a blockade and prevents the cell from transcribing that gene. When the STAR is present, it removes this blockade, turning on the downstream gene by allowing transcription to take place. The effect is like a lock-and-key system for turning genes on, with STARs acting as a set of genetic keys for unlocking cellular genetic programs.

"RNA is like a molecular puzzle, a crazy Rubik's cube that has to be unlocked in order to do different things," Lucks said. "We've figured out how to design another RNA that unlocks part of that puzzle. The STAR is the key to that lock."

RNA is Lucks' favorite molecule because it's simple - much simpler than a protein - and its function can be engineered by designing its structure. In fact, new experimental and computational technologies, some developed by Lucks' lab, are now giving quick access to their structures and functions, enabling a new era of biomolecular design that is much more difficult to do with proteins.

Lucks envisions RNA-only, LEGO-like genetic circuits that can act as cellular computers. RNA-engineered gene networks could also offer diagnostic capabilities, as similar RNA circuits have been shown to activate a gene only if, for example, a certain virus is present.

"This is going to open up a whole set of possibilities for us, because RNA molecules make decisions and compute information really well, and they detect things really well," Lucks said.

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Engineers devise genetic 'on' switch made exclusively of RNA