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Vinyl record turntable and ultrasonic cleaner – Geeky Gadgets

Vinyl record enthusiasts looking for both a turntable and ultrasonic cleaner to keep their records in tiptop condition may be interested in the VinylSonic bundle. Offering either or both a vinyl record cleaner and player at a discounted price. Early bird pledges are now available for the novel project from roughly $139 or 117 (depending on current exchange rates), offering a considerable discount of approximately 40% off the retail price, while the Kickstarter crowd funding is under way.

Vinyl records are well known for their ability to accurately reproduce sound. Less well known, is their hidden skill as dirt magnets. Vinyl records attract grease, grime, dust, powder, skin cells, and who knows what else. There are two main causes of this: handling records with bare hands and the static electricity that naturally occurs on the surface of records. As such, every responsible vinyl lover will at some point need to confront the question: how do I clean my records?

With the assumption that the VinylSonic crowd funding campaign successfully raises its required pledge goal and the project completion progresses smoothly, worldwide shipping is expected to take place sometime around December 2022. To learn more about the VinylSonic vinyl record turntable and cleaner project review the promotional video below.

To keep your records sounding great and maintain the condition of your stylus, keeping them clean is essential. Now, with VinylSonic, cleaning your records can be as effortless and enjoyable as listening to them. Simply add distilled water and insert your record and click a button the rest is automated. VinylSonic automatically deep cleans and dries the record from top to bottom with a complete ultrasonic cleaning system built-in.

With VinylSonic, no cleaning agent is required. Instead, it cleans with 40kHz ultrasonic waves and pure distilled water. The system safely removes dirt and dust from the record while eliminating mold that accumulates in the grooves. This technique also reduces the buildup of static electricity for better sound quality. Resurrect all your favorite albums with VinylSonic and enjoy them like the first time with perfect detail and depth of sound.

For a complete list of all available campaign pledges, stretch goals, extra media and engineering specifications for the vinyl record turntable and cleaner, jump over to the official VinylSonic crowd funding campaign page by following the link below.

Source : Kickstarter

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UNO has received a $1.2 million grant to diversify its engineering school – NOLA.com

The University of New Orleans has received a $1.2 million grant to grow and diversify its engineering school, and to retain women and minority students in the field.

The National Science Foundation grant will fund the creation of the Center for Equity and Diversity in Engineering, within UNO's Dr. Robert A. Savoie College of Engineering.

We know we dont have enough scientists and engineers, said UNO President John Nicklow, an engineer and engineering professor. Ultimately what its going to take is breaking down some historical barriers that prevented, particularly women and racial and ethnically underrepresented, students from being engineers, whether its preparation or the nurturing or the support, whatever it is.

UNO is the only school in the New Orleans area that offers civil, electrical and mechanical engineering programs. Nicklow said the university's Boysie Bollinger School of Naval Architecture and Marine Engineering is one of five programs of its kind in the country.

"We're well positioned to do this," Nicklow said.

The center aims to diversify enrollment in the school's Engineering Department so that it more accurately reflects the demographics of the New Orleans area. Other aims are to increase first-year retention rates and graduation rates of historically underrepresented engineering students and to grow the percentage of graduates who are women.

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Of the 1,000students in UNO's engineering school,17% to 18% are Black, a level that exceeds the national average of 5% but is far below the demographics of New Orleans, Nicklow said. UNO aims to raise the percentage of Black students enrolled in engineering to at least 30%.

Nicklow said the center also hopes to improve retention rates of engineering students, which are 71% overall but 55% for Black students. The retention rate for women students is 76%, but only about 16% of engineering grades are women, Nicklow said; UNO hopes to increase that number to 25%.

UNO has a variety of strategies, including ramping up recruitment, starting with outreach to middle and high schoolers. It will create more supports for engineering students, including a summer bridge program, peer mentoring and tutoring and affinity groups for minority and female students. Faculty and staff will undergo professional development focused on equity and inclusion.

The center will track program data over time and conduct surveys and interviews.

The path to engineering traditionally has not been very diverse or inclusive, and if were going to grow the engineering workforce, particularly in southeast Louisiana and New Orleans, were going to have to make sure that we become a more diverse discipline," Nicklow said.

Marie Fazio writes forThe Times-Picayune | The New Orleans Advocate as a Report For America corps member. Email her at MFazio@theadvocate.com or follow her on Twitter @mariecfazio.

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Engineering industry plays a key role in economic growth: Governor – The Nation

ISLAMABAD Governor Punjab Baligh Ur Rehman Saturday said that engineering industry played a key role in economic growth and development besides significantly improving the life of people. Talking to a delegation of industrialists led by Coordinator to Federal Tax Ombudsman Meher Kashif Younis in Lahore, the governor said that the industry had important link between countrys engineering capacity and its economic development, according to a press release issued here. He said industrial engineering also provided a systematic approach to streamline and improved productivity and efficiency. He said its benefits could be linked directly to the work of industrial engineers which included more profitable business. Governor Baligh Ur Rehman said engineering disciplines integrated scientific principles with practically oriented research, providing systems and process that created ways of acquiring new knowledge. He said this integration made engineering critical to successful industrial innovation.He said government was fully committed to strengthen the engineering base on sound footings to bringing industrial revolution in the country which he added would promise better life style of down trodden strata of the society.

He said government always attached great importance to business community and making sure provision of good healthy environment for ease of doing business.

He assured Meher Kashif for early redressal of genuine grievances of industrialists on top priority as Prime Minister attached great importance to business community.

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Engineering industry plays a key role in economic growth: Governor - The Nation

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Local 12 highlights UC wearable sensor that is wireless, chipless | University Of Cincinnati – University of Cincinnati

UCCollege of Engineering and Applied Science assistant professor Yeongkin Kim and his colleagues at the Massachusetts Institute of Technology developed a new device to monitor a patient's health over hours or days.

The device can help monitor conditions such as heart disease, depression or diabetes.

"Our sensors are very stretchy and flexible. The shape is really like a Band-Aid," Kim told Local 12. "The sensor can be used to monitor the stress levels of patients for a long period of time."

Kim and his co-authors presented the new device in the journal Science. The article publication represented the culmination of more than two years of research.

Watch the Local 12 report.

Featured image at top: UC College of Engineering and Applied Science assistant professor Yeongin Kim is developing new wearable technology. Photo/Andrew Kim/UC Marketing + Brand

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China’s J-20: Theft Of Intellectual Property, Design, Engineering And Technology – Nation World News

Chinas reckless theft of intellectual property, design, engineering and technology has been evident among Chinese militias for years.

This can be seen in the current J-20 fifth generation fighters, which appear to have been designed from at least four different fighter programmes.

The following description is a complicated backstory of the plane, so please bear with me.

The J-20 is a development of the J-10, which borrowed technology from the Israelites. The J-20 is also based on the J-11 and J-16, both from the Soviet Su-27 design. The J-15, the naval fighter from which the J-20 borrows, is also a product of a Russian warplane: the Su-33.

Ultimately, the J-20 resembles the American F-35 and F-22.

Are you already confused?

The J-20 is a complex warship. Lets take a closer look and hopefully things clear up.

China is not afraid to spend money on J-20

The J-20 Mighty Dragon is Chinas most technologically advanced fighter aircraft.

It is the third fighter aircraft in the world with stealth characteristics after the F-22 and F-35.

China has spent more than $4.4 billion on its development in the last few years. The cost of each hunt is about $120 million.

The J-20 made its first appearance at a Chinese air show in 2016 and was introduced to the Peoples Liberation Army Air Force (PLAAF) in 2017. But some J-20s date back to 2011, when the images first surfaced online. on blogs. The aircraft evolved from the J-XX program in the 1990s.

How many J-20s are there?

The PLAAF may have up to 150 J-20s in service. The Chinese are manufacturing J-20 every month.

The fighter conducts regular patrols in the Taiwan Strait and the East and South China Seas. The J-20 frequently flew over Taiwans air defense detection area and would be difficult to intercept existing Taiwanese air defense and fighter aircraft.

However, Taiwan has upgraded fourth-generation F-16V Vipers to take on the J-20. The F-16V is believed to have a longer range and better radar system, but it is not stealthy. Its smaller than the J-20 and probably a bit more maneuverable.

specs are strong

The J-20 is believed to reach speeds of up to MACH 2. It has a ceiling of 60,000 feet and a range of about 700 miles. The Chinese fighters are armed with PL-12C/D and PL-21 air-to-air missiles and PL-10 short-range air-to-air missiles.

The fighter has a high thrust-to-weight ratio, good speed, excellent maneuverability and range to dominate its immediate vicinity. In addition to threatening Taiwan, the J-20 could also assert Chinas claims on various islands, reefs and reefs that Beijing considers its own.

China steals of its own free will

Chinese hackers are believed to have stolen the plans for the F-35 program.

The thieves took the data from an Australian subcontractor and went live. The Asia Times said: The J-20s sensor system, which is visible on the fuselage in some high-resolution photographs distributed by the Chinese military, looks a lot like the electro-optical targeting system on Lockheed Martins back. Front F-35.

Weapon System Officer will assist in the war

The PLAAF can add a backseat for a weapons systems officer, if they havent already. This will help the pilot focus on maneuvering the aircraft and make their ammunition more lethal. The J-20 is expected to have strong electronic warfare and jamming capabilities to improve its radar evasion and thus improve its survivability.

US allies are stockpiling F-35s

It is likely to be capable of firing anti-ship missiles and other attack weapons to challenge the navies of the US and Taiwan. South Korea and Japan will also have to worry about the J-20. South Korea is buying more F-35s as a result of the development of the J-20. Japan is a big customer of the F-35. The Japanese Self-Defense Force has over 100 Lightning IIs.

J-20 . Beware of Beast Mode

It is possible that the J-20 could fly in beast mode and attach even more munitions to its wings to incorporate air-to-surface models for ground attack. This will make the fighter a multi-role warship as well as help it achieve air dominance in competitive skies.

F-35 vs J-20

The F-35 also has better stealth characteristics and may be able to shoot down the J-20 before the Chinese pilot can see it. The F-35 has an improved engine and is even trying to improve it to respond to the Chinese Air Force.

The matchup between the F-35 and the J-20, since both fighters have some similar characteristics, would then lead to a reduction in the skill of the pilots. China has not fought a war since 1979, when its military invaded Vietnam in a conflict that lasted less than a month. American pilots have flown over the Middle East and South Asia for years, although those missions tended to have air support, not flight in competitive airspace. American pilots would have the upper hand in a direct confrontation.

Can Taiwans air force survive an airstrike by China?

Chinese pilots never deploy their weapons in anger, although they do practice frequently near Taiwans airspace. Determined Taiwanese pilots, flying the F-16V, could buy time for their air force and undercut Chinese fighters unless the United States or other Allies step in with reinforcements. Taiwans air force is likely to survive at least two weeks for this to happen. It will be an uphill battle, as China has a two-to-one advantage over all model fighters.

It is clear that China has stolen and borrowed the technology and design of their J-20 Mighty Dragon. But he is in the rearview mirror. Its time to focus on aerial combat skills while flying your F-35 and F-16V to Chinas adversaries the United States, Taiwan, South Korea and Japan. It will come down to the daring adventures of individual fighter pilots. The era of the J-20 has arrived, and it will require an F-16V or F-35 to stop it.

About the Author: Expert Bio: Dr. Brent M. Eastwood, 1945 editor of Defense and National Security, author of Humans, Machines, and Data: Future Trends in Warfare. He is an expert in emerging threats and is a former infantry officer in the US Army. You can follow him on Twitter @BMeastwood. He holds a doctorate degree in Political Science and Foreign Policy.

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Lab takes ‘giant leap’ toward thylacine de-extinction with Colossal genetic engineering technology partnership – University of Melbourne

The partnership will unlock access to CRISPR DNA editing technology and a consortium of scientists and resources to the thylacine de-extinction effort.

We can now take the giant leaps to conserve Australias threatened marsupials and take on the grand challenge of de-extincting animals we had lost, Professor Pask said.

A lot of the challenges with our efforts can be overcome by an army of scientists working on the same problems simultaneously, conducting and collaborating on the many experiments to accelerate discoveries. With this partnership, we will now have the army we need to make this happen.

Professor Pask said TIGGR will concentrate efforts on establishing the reproductive technologies tailored to Australian marsupials, such as IVF and gestation without a surrogate, as Colossal simultaneously deploy their CRISPR gene editing and computational biology capabilities to reproduce thylacine DNA.

Colossals resources and expertise in CRISPR gene editing the cutting and editing of DNA sequences to produce a genetic code to be developed into living organisms will be paired with TIGGRs work sequencing thylacine genome and identifying marsupials with similar DNA to provide living cells and template genome that can then be edited to recreate a thylacine genome.

The question everyone asks is how long until we see a living thylacine and Ive previously believed in ten years time we would have an edited cell that we could then consider progressing into making into an animal, Professor Pask said.

With this partnership, I now believe that in ten years time we could have our first living baby thylacine since they were hunted to extinction close to a century ago.

Colossal co-founder and CEO Ben Lamm said: We are thrilled to be collaborating with Andrew Pask and the University of Melbourne to restore this amazing animal to Earth while also further developing gestational and genetic rescue technologies for future marsupial conservation efforts.

Colossal Biosciences uses breakthrough gene-editing technologies to advance wildlife and ecosystem conservation and is also pursuing de-extinction of the woolly mammoth once the keystone species to the Arctic Tundra.

TIGGRS partnership with Colossal Biosciences will produce technology and knowledge to also influence the next generation of Australias marsupial conservation efforts and combat increasing extinction events caused by invasive species and climate change.

Our efforts to protect the endangered Northern Quoll long threatened by the invasive cane toad native to South and Central America - will also be aided by this partnership, as we could produce Northern Quolls with a slight genome-edit making them resistant to cane toads, giving Quolls the same evolutionary benefit of the many South and Central American animals resistant to cane toad-poison, Professor Pask said.

On the reproductive technology front, Professor Pask said TIGRR lab is also close to producing the first lab-created embryos from Australian marsupial sperm and eggs.

We are pursuing growing marsupials from conception to birth in a test-tube without a surrogate, which is conceivable given infant marsupials short gestation period and their small size.

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Lab takes 'giant leap' toward thylacine de-extinction with Colossal genetic engineering technology partnership - University of Melbourne

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Ex-Tesla engineer accused of theft upset that case is going to arbitration – TESLARATI

Ex-Tesla engineer Alexander Yatskov, who is accused of stealing trade secrets, is upset that his case is going to arbitration. Yatskov has noted that it was humiliating to be sued by his former employer in open court, only to be pushed into a closed-door arbitration later. This, according to the ex-Tesla engineer, does not provide him an opportunity to defend himself publicly.

Back in May, Tesla filed a suit against Yatskov, alleging that the engineer had stolen confidential information related to the companys Project Dojo supercomputer, which will be used to train the companys self-driving neural networks. Tesla alleged that the ex-engineer had downloaded confidential and tightly guarded information about Dojo on his personal devices.

The electric vehicle maker noted that when confronted, Yatskov allegedly surrendered a dummy computer in an attempt to cover his tracks. The company added that it had caught the ex-Tesla engineer sending emails with classified information about the company from his personal email address to his work email. For context, Yatskov was with Tesla for a short period, being hired in January and formally resigning in early May.

While addressing Yatskov at a San Francisco hearing, US District Judge James Donato noted that the case could very well end up in arbitration. I think youre on your way to arbitration. Id love to keep it. Im just not really seeing a way, Judge Donato said.

Yatskovs lawyers, for their part, have argued that Teslas strategy of toggling back and forth between court and arbitration is procedurally improper, according to aBloomberg Newsreport. The ex-Tesla engineers legal team added that Tesla cannot have it both ways. Now that Tesla has dragged Dr. Yatskovs name through the mud, Tesla wants to hide this dispute in private arbitration, Yatskovs lawyers wrote in a filing.

Despite the arguments of the defendants lawyers, Judge Donato has stated that Tesla seems to be appropriately exercising the mandatory arbitration provision of Yatskovs contract with the automaker. He also urged Tesla and the ex-engineer to seek a settlement. Teslas attorney, Sean Paul Gates, however, told the judge that the EV maker is looking to recover the costs of its investigation into the former employee, which could be a roadblock to a potential settlement.

Dont hesitate to contact us with news tips. Just send a message to simon@teslarati.comto give us a heads up.

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Is the future of artificial intelligence internet-free? These researchers hope so – WQAD Moline

Today, AI learning requires a connection to a remote server to perform heavy computing calculations. These researchers say changing that could transform health care.

ORLANDO, Fla. Our computers, devices, smart watches, video monitoring systems, etc...- we rely on connectivity to the internet and dont think twice about it. Now, scientists are developing technology for artificial intelligence that will allow it to work even in remote areas.

Self-driving cars, drone helicopters and medical monitoring equipment; its all cutting-edge technology that requires connection to the cloud. Now, researchers at the University of Central Florida are developing devices that wont rely on an internet connection.

What we are trying to do is make small devices, which will mimic the neurons and synapses of the brain, researcher at the University of Central Florida, Tania Roy, PhD, explains.

Right now, artificial intelligence learning requires a connection to a remote server to perform heavy computing calculations. Scientists are making the AI circuits microscopically small.

Roy emphasizes, Each device that we have is the size of 1/100th of a human hair.

The AI can fit on a small microchip less than an inch wide eliminating the need for an internet connection, meaning life-saving devices could work in remote areas. For example, helping emergency responders find missing hikers.

We would send a drone which has a camera eye, and it can just go and locate those people and rescue them, Roy says.

The scientists say with no need for an internet connection, the AI would also work in space, where no AI technology has gone before.

The same UCF team is expanding on their work with artificial brain devices, and they are developing artificial intelligence that mimics the retina in the human eye, meaning someday, AI could instantly recognize the images in front of it. The researchers say this technology is about five years away from commercial use.

If this story has impacted your life or prompted you or someone you know to seek or change treatments, please let us know by contacting Shelby Kluver at shelby.kluver@wqad.com or Marjorie Bekaert Thomas at mthomas@ivanhoe.com.

Watch more 'Your Health' segments on News 8's YouTube channel

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At Artificial General Intelligence (AGI) Conference, DRLearner is Released as Open-Source Code — Democratizing Public Access to State-of-the-Art…

SEATTLE, Aug. 19, 2022 /PRNewswire/ -- The 15th annual Artificial General Intelligence (AGI) Conference opens today at Seattle's Crocodile Venue. Running from August 19-22, the AGI conference event includes in-person events, live streaming, and fee-based video accessand features a diverse set of presentations from accomplished leaders in AI research.

As the AGI community convenes, it continues to promote efforts to democratize AI access and benefits. To that end, several AGI-22 presentations will officially launch DRLearneran open source project to broaden AI access and innovation by distributing AI/Machine Learning code that rivals or exceeds human intelligence across a diverse set of widely acknowledged benchmarks. (Within the AI research community these Arcade Learning Environment [ALE] benchmark tests are widely accepted as a proxy for situational intelligence.)

"Until now, tools at this level in 'Deep Reinforcement Learning' have been available only to the largest corporations and R&D labs," said project lead Chris Poulin. "But with the open-source release of the DRLearner code, we are helping democratize access to state-of-the-art machine learning tools of high-performance reinforcement learning," continued Poulin.

Ben Goertzel, Chairman of the AGI Society and AGI Conference Series, contextualized DRLearner as well-aligned with the goals of the AGI conference. "Democratizing AI has long been a central mission, both for me and for many colleagues. With AGI-22 we push this mission forward by fostering diversity in AGI architectures and approaches, beyond the narrower scope currently getting most of the focus in the Big Tech world," Goertzel said.

DRLearner project presentations include:

"Open Source Deep Reinforcement Learning" General Interest Keynote presented by Chris Poulin, Project Lead. (Journalists Note: Poulin's initial keynote is scheduled for Sunday, August 21. On this day the AGI-22 Conference is open to the general public.)

"Open Source Deep Reinforcement Learning: Deep Dive" Technical Keynote by Chris Poulin and co-principal author Phil Tabor. (Monday, August 22)

"Demo of Open Source DRLearner Tool" Code Demo by co-author Dzvinka Yarish (Monday, August 22)

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Poulin also noted the importance of managing expectations on the benefits on what DRLearner will, and will not, provide in its initial Beta release: "Fully implementing this state-of-the-art ML capability requires considerable computational power on the cloud, so we advise implementors to maintain realistic expectations regarding any deployment". DRLearner's benefits could be substantial, however, for the numerous organizations who have substantial computing budgets: analytical insights, expanded research capability, and perhaps a competitive advantage. "And for those whose professional lives are focused on AGI, this is an exciting time, as DRLearner can enhance their neural network training efforts" Poulin said.

Drawing on his working experience with both US and Ukrainian computer scientists and software developers, Poulin assembled an international team of expert developers to complete the open-source project. (See more about 'DRLearner's International Dev Team' below.)

A final noteworthy addition, is that the work of Poulin et al was advised by Adria Puigdomenech Badia of DeepMind. "DRLearner provides a great implementation of reinforcement learning algorithms, specifically including the curiosity approach that we had pioneered at DeepMind," said Puigdomenech Badia. Poulin likewise had high praise for the DeepMind's prior "Agent 57" achievement: "Agent 57 was one of a limited number of implementations (at Deep Mind) that consistently beat human benchmarks. And due to the elegant simplicity of its particular design, and help of Adria, it was the best candidate to inspire our software implementation," Poulin said.

ON ARTIFICIAL GENERAL INTELLIGENCE & THE AGI CONFERENCE GOALS

The original goal of the AI field was the construction of "thinking machines"computer systems with human-like general intelligence. Given the difficulty of that challenge, however, AI researchers in recent decades have focused instead on "narrow AI"systems displaying intelligence regarding specific, highly constrained tasks. But the AGI conference series never gave up on this field's ambitious vision; and throughout its fifteen-year existence AGI has promoted the resurgence of broader research on "artificial intelligence"in the original sense of that term.

And in recent years more and more researchers have recognized the necessity and feasibility of returning to the original goals of the field. Increasingly, there is a call for a transition back to confronting the more difficult issues of "human level intelligence" and "artificial general intelligence (AGI)." AGI leaders are committed to continuing the organization's longstanding leadership roleby encouraging and exploring interdisciplinary research based on different understandings of intelligence.

Today, the AGI conference remains the only major conference series devoted wholly and specifically to the creation of AI systems possessing general intelligence at the human level, and ultimately beyond. By convening AI/ML researchers for presentations and discussions, AGI conferences accelerate progress toward our common general intelligence goal.

About the AGI-22 Conference: visit https://agi-conf.org/2022/

About the DRLearner Project: visit http://www.drlearner.org

About Chris Poulin: Poulin specializes in real-time prediction frameworks at Patterns and Predictions, a leading firm in predictive analytics and scalable machine learning. Poulin is also an Advisor at Singularity NET & Singularity DAO. Previously at Microsoft, Poulin was a subject-matter-expert (senior director) in machine learning and data science. He also served as Director & Principal Investigator of the Durkheim Project, a DARPA-sponsored nonprofit collaboration with the U.S. Veterans Administration. At Dartmouth College, Poulin was co-director of the Dartmouth Meta-learning Working Group, and IARPA-sponsored project focused on large-scale machine learning. He also has lectured on artificial intelligence and big data at the U.S. Naval War College. Poulin is co-author of the book Artificial Intelligence in Behavioral and Mental Health (Elsevier, 2015). Chris Poulin's LinkedIn Profile

About Ben Goertzel: Chairman of the AGI Society and AGI Conference Series, Goetzel is CEO of SingularityNET, which brings AI and blockchain together to create a decentralized open market for AIs. SingularityNET is a medium for AGI creation and emergence, a way to roll out superior AI-as-a-service to vertical markets, and a vehicle for enabling public contributions toand benefits fromartificial intelligence. In addition to AGI, Goetzel's passions include life extension biology, philosophy of mind, psi, consciousness, complex systems, improvisational music, experimental fiction, theoretical physics, and metaphysics. For general links to various of his pursuits present and past, see the Goetzel.org website. Ben Goetzel's LinkedIn Profile

About Adria Puigdomenech Badia: For the past seven years Badia has been at DeepMind, where he has specialized in the development of deep reinforcement learning algorithms. Examples of this include 'Asynchronous Methods for reinforcement learning' where he and Vlad Mnih (DeepMind) proposed A3C - 'Neural episodic control'. Badia's recent projects include 'Never Give Up' and 'Agent57' algorithms, addressing one of the most challenging problems of RL: the exploration problem.

DRLearner's International Dev Team:

Chris Poulin (Project Lead-US)Phil Tabor (Co-Lead-US)Dzvinka Yarish (Ukraine)Ostap Viniavskyi (Ukraine)Oleksandr Buiko (Ukraine)Yuriy Pryyma (Ukraine)Mariana Temnyk (Ukraine)Volodymyr Karpiv (Ukraine) Mykola Maksymenko (Advisor-Ukraine)Iurii Milovanov (Advisor-Ukraine)

For media inquiries about the DRLearner project, please contact:

Gregory PetersonArchetype Communicationsgpeterson@archetypecommunications.com

For general inquiries about the AGI-22 Conference, please contact:

Jenny CorlettApril Sixsingularitynet@aprilsix.com

SOURCE drlearner.org

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Artificial Intelligence Is All Around Us. So This District Designed Its Own AI Curriculum – Education Week

The description of artificial intelligence in high school may conjure up a science fiction novel where robots stand around chatting at their lockers.

The reality, at Seckinger High School in Gwinnett County, Ga., looks more like this: A social studies teacher pauses a lesson on the spread of cholera in the 19th century to discuss how data scientists use AI tools today to track diseases. A math class full of English-language learners uses machine learning to identify linear and non-linear shapes.

The simplest explanation of this technology is that it trains a machine to do tasks that simulate some of what the human brain can do. That means it can learn to do things like recognize faces and voices (helpful for radiology, security, and more), understand natural language, and even make recommendations. (Think of the algorithm Netflix uses to suggest your next binge-worthy TV show.)

While the Gwinnett County school district, which with more than 177,000 students is among the largest in the country, opened Seckinger high school this month to relieve overcrowding elsewhere, the focus of the school is unique. Seckinger is apparently the only high school in the country dedicated to teaching AI as part of its curriculum, not just as an elective class, according to CSforAll, a nonprofit group dedicated to expanding computer science education in schools across the country.

The district has also expanded the focus on artificial intelligence to three nearby elementary schools and a feeder middle school, creating an AI cluster. Ultimately, Gwinnett aims to expose kids to AI in every subject, as they move from kindergarten to 12th grade. Students who find themselves particularly drawn to the topic will get opportunities to delve even deeper into how artificial intelligence works and the ethical implications of using it.

Through the cluster, Gwinnett plans to do more than just prepare kids for success in a hot corner of the job market: It wants to give them a critical window into how AI is reshaping nearly every aspect of the economy.

Our students need to understand the implications of the technology that they are consuming, and how its being used on them so that they can make informed decisions, said Sallie Holloway, the districts director of artificial intelligence and computer science. (Holloway said shes never spoken to another district leader who had AI in a job title.)

Gwinnett is taking a bold step to help students prepare for the present and the future, said Joseph South, the chief learning officer for the International Society for Technology in Education, a nonprofit group that runs the largest educational technology conference in the country.

We talk like AI is coming, South said. But its actually already here. Its all around us. Theres no part of our society that isnt going to be touched by [AI]. To the extent that its invisible to us, we dont have any power over it. It has power over us. To the extent that we understand it, and even better know how to design it, then we can start to partner with AI, instead of being controlled by AI.

Gwinnett officials didnt have to look far for examples of longstanding industries whose work had evolved to include an AI twist.

An agricultural machinery company headquartered in the county now calls itself a technology company, and utilizes self-driving tractors. An assistant superintendent stopped in at a nearby caf where robots mixed the drinks, and the man behind the counter was an engineer, not a barista.

That drove home to district officials that the kids who graduated our high school who might have gone with traditional trades [in the past] are going to need some more technical AI-driven skills, Holloway said.

Whats more, they see embracing AI as particularly important for a district as diverse as Gwinnett.Its been well-documented that intelligent machines reflect the same biases as the humans programming them. Facial recognition software powered by AI has had trouble picking up darker complexions. AI-driven risk-assessment algorithms used to figure out criminal sentences tend to make harsher predictions about Black defendants than white ones.

Those problems might not be so prevalent, experts say, if more of the engineers behind the technology came from the demographic groups that make up much of Gwinnetts student population.

We serve the students who are most underrepresented in the technology industry, Holloway said. Gwinnetts students come from more than 180 countries, about a third are Black, and another third are Hispanic or Latino. About a third come from economically disadvantaged families.

We want them to be represented and have a voice in how AI develops over the next few decades, when its expected to take on an even more central role in daily life, Holloway said.

One of the biggest challenges, which Holloway expects to be ongoing: There are little, if any, curricular materials out there for teaching AI to K-12 students, particularly for educators hoping to spotlight the technology in a range of subjects and grade levels.

When the district began considering its approach, no one else was thinking about this holistic idea of AI readiness, where its embedded in the classes, Holloway said. Experts were talking about specific technical AI courses, like computer science courses.

The problem is that not every kid can take those elective classes. So, every kid doesnt get access to AI, if you only address it through an elective, Holloway said. But if I embed it into all of the classes a student takes now, every single kid is going to get access to that critical learning that they need for future readiness. We just needed to create it ourselves.

To inform that work, Gwinnett school district officials reached out to higher education institutions, such as the nearby Gwinnett College, Georgia Institute of Technology, and University of Georgia in addition to other schools outside the state like Harvard University and the Massachusetts Institute of Technology. The district also turned to tech companies such as Apple, Google, IBM, and Microsoft as well as nonprofit groups AI4K12, CSForAll, and aiEDU for help.

Even though we are doing the heavy lifting, we were lucky to have a ton of people who were interested, Holloway said.

Seckinger offers a series of three progressively sophisticated elective classes focused on AI. The first will provide a broad overview of the technology, including its history and evolution, impact on society, plus an introduction to more technical aspects. The second class will go deeper, and the third will have a significant project-based component, allowing students to put their knowledge of AI towards solving real world problems.

Teacher Jason Hurd is not only leading the courses, hes playing a big part in writing them.

Thats meant developing something that doesnt exist anywhere in the country, and potentially, the world, Hurd said.

Memorie Reesman, Seckingers principal, expects a significant chunk of students will take at least one AI course. But she doesnt anticipate every Seckinger graduate will wind up in a Silicon Valley programming gig.

School and district officials think of Seckingers students in three different buckets: swimmers, who will get broad exposure to a range of AI-related topics across the curriculum; snorkelers, who might take a couple of the AI electives or delve deeper into the topic as part of another class; and scuba-divers, who will spend much of high school immersed in AI.

In all classes, teachers will be explicit about how their contentsocial studies, or even physical educationtouches on a range of topics key to helping students become AI ready, including data science, mathematical reasoning, creative problem solving, and ethics.

What I love about it is it allows us as teachers that dont teach just AI to be able to recognize that theres so much that we do already that touches on the concepts behind the technology, said Cheri Nations, who teaches environmental engineering at Seckinger. Its [about] being more intentional and authentic with it and tying it and making connections for the kids. Then, as we become more comfortable, we can start doing more of that deep diving.

Reesman has previewed how all this can work in her previous job as the principal of Glenn C. Jones Middle School, the feeder middle school in the AI cluster. The school started piloting the AI program about two years ago.

At first, Jones middle school students and teachers just played around with a few AI-related challenges during the 20-minute homeroom slot in their schedule, Reesman said, including a program from Amazon that allowed students to practice coding robots to do work in a warehouse.

Later, teachers in all subjects began mixing a bit of AI-related content into their classes. One of Reesmans favorite examples: Seventh grade science students took a concept thats long been part of their curriculumgeneticsand used coding to figure out the probability of inheriting certain genetic traits.

There are going to be some days where youre gonna see [AI] really heavily in the cluster schools, Holloway said. But it may not always be like a very obvious, hit you in the face [realization], like, Oh, were doing this in AI today. A lot of its going to show up in the culture of the school.

That culture extends even to Seckingers furniture, which isnt your typical desks in rows. Instead, most classrooms use a more flexible seating model, Holloway said.

Theyre in circles, theyre in groups. Their work is all over their wall, she said. Theyre having discussions and conversations and you might not know where the teacher is in the room because they may just be mixed in and talking with the kids. The goal is to make collaborative leadership skills and creative problem solving a central piece of every class.

Helping teachers make the cultural pivot will require time and experimentation, Holloway added.

Professional development doesnt fix everything [and] theres just a lot of priorities right now in the world of education, Holloway said. Shes explained to teachers, were going to try something different, and if we fail, thats OK because were going to pause and learn and try to improve next time.

Eventually, Gwinnett would like to see the curriculum model used throughout the district. And it could be poised to spread even further. The Georgia Department of Education worked with Gwinnett to write academic standards for the new material so that schools anywhere in the Peach State can launch their own AI courses.

South, of ISTE, expects to see more schools around the country adopt AI as a curricular focus.

There are entire universities devoted to AI in China, he said. This is already a central part of our society, and we need to prepare citizens to understand it and design it. Theres no doubt in my mind this is going to grow.

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Artificial Intelligence Is All Around Us. So This District Designed Its Own AI Curriculum - Education Week

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