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Artificial Intelligence and Strategic Trade Controls
Technical Report Artificial Intelligence and Strategic Trade Controls Strategic Trade Research Institute Center for International and Security Studies at Maryland June 2020 , The authors of this report invite liberal use of the information provided, requiring only that the reproduced material clearly cite the source, using: Andrea Viski, Scott Jones, Lindsay Rand, Tucker Boyce, and Jonas Siegel, “Artificial Intelligence and Strategic Trade Controls,” Strategic Trade Research Institute and Center for International and Security Studies at Maryland, June 2020. Report Design and Layout by Andrea Viski Copyright 2020, Strategic Trade Research Institute and Center for International and Security Studies at Maryland Printed in the United States of America Artificial Intelligence and Strategic Trade Controls Acknowledgments The authors would like to sincerely thank the participants of the dialogue on Emerging Technologies and Strategic Trade Controls held at the Stimson Center in Washington DC on March 14, 2019, as well as the participants of the dialogue on Artificial Intelligence and Strategic Trade Controls held at the Ronald Reagan International Trade Center on March 9, 2020. The authors would also like to thank Amy Nelson, Kevin Wolf, Carl Wocke, Aaron Mannes, Timothy Gildea, Aaron Arnold, Todd Perry, Nancy Gallagher, and Richard Cupitt for their support, comments, ideas, and feedback on this report. About the Strategic Trade Research Institute The Strategic Trade Research Institute was founded in 2017 and is an independent, international, board-governed non-profit organization dedicated to building networks of strategic trade research and practice through leadership, research, and innovation. STRI publishes the Strategic Trade Review, the leading peer reviewed journal dedicated to trade and security. -
Letters to the Editor
Articles Letters to the Editor Research Priorities for is a product of human intelligence; we puter scientists, innovators, entrepre - cannot predict what we might achieve neurs, statisti cians, journalists, engi - Robust and Beneficial when this intelligence is magnified by neers, authors, professors, teachers, stu - Artificial Intelligence: the tools AI may provide, but the eradi - dents, CEOs, economists, developers, An Open Letter cation of disease and poverty are not philosophers, artists, futurists, physi - unfathomable. Because of the great cists, filmmakers, health-care profes - rtificial intelligence (AI) research potential of AI, it is important to sionals, research analysts, and members Ahas explored a variety of problems research how to reap its benefits while of many other fields. The earliest signa - and approaches since its inception, but avoiding potential pitfalls. tories follow, reproduced in order and as for the last 20 years or so has been The progress in AI research makes it they signed. For the complete list, see focused on the problems surrounding timely to focus research not only on tinyurl.com/ailetter. - ed. the construction of intelligent agents making AI more capable, but also on Stuart Russell, Berkeley, Professor of Com - — systems that perceive and act in maximizing the societal benefit of AI. puter Science, director of the Center for some environment. In this context, Such considerations motivated the “intelligence” is related to statistical Intelligent Systems, and coauthor of the AAAI 2008–09 Presidential Panel on standard textbook Artificial Intelligence: a and economic notions of rationality — Long-Term AI Futures and other proj - Modern Approach colloquially, the ability to make good ects on AI impacts, and constitute a sig - Tom Dietterich, Oregon State, President of decisions, plans, or inferences. -
Digital Transformation Review Eleventh Edition
Digital Transformation Review Eleventh Edition Artificial Intelligence Decoded 2 Artificial Intelligence Decoded Digital Transformation Review Eleventh Edition Artificial Intelligence Decoded Edited by Capgemini Research Institute About the Capgemini Research Institute: The Capgemini Research Institute is Capgemini’s in-house think-tank on all things digital. The Institute publishes research on the impact of digital technologies on large traditional businesses. The team draws on the worldwide network of Capgemini experts and works closely with academic and technology partners. The Institute has dedicated research centers in India, the United Kingdom, and the United States. @capgemini #DTR11 www.capgemini.com/the-digital-transformation-institute Artificial Intelligence Decoded 3 Contents 06 Academia Lanny Cohen’s foreword 32 Professor Luciano Floridi, University of Oxford AI: Adaptable Intelligence 08 Editorial Artificial Intelligence: Preparing Organizations and their People for 38 Drastic Change Michael Schrage, MIT AI: Survival of the Smartest View from Large Organizations The ‘Valley’ 16 Michael Natusch, Prudential Plc 46 AI: Augmented Intelligence Frank Chen, a16z Matches People and Machines Make AI a Daily Habit 22 56 Rajen Sheth, Atif Rafiq, Google Volvo Cars Putting AI to Work: With Customers Democratizing AI for Traditional and Within the Enterprise Businesses 4 Artificial Intelligence Decoded 62 Capgemini Babak Hodjat, Perspective Sentient Technologies AI: Already Delivering Measurable Results across Sectors 92 Turning AI Into -
Event and Map Content Personalisation in a Mobile and Context-Aware Environment
EVENT AND MAP CONTENT PERSONALISATION IN A MOBILE AND CONTEXT-AWARE ENVIRONMENT RALF BIERIG A thesis submitted in partial fulfilment of the requirements of the Robert Gordon University for the degree of Doctor of Philosophy This research programme was carried out in collaboration with SINTEF Telecom and Informatics April 2008 It takes an awful long time to not write a book. Douglas Adams Abstract Effective methods for information access are of the greatest importance for our modern lives – particularly with respect to handheld devices. Personalisation is one such method which models a user’s characteristics to deliver content more focused to the user’s needs. The emerging area of sophisticated mobile computing devices has started to inspire new forms of personalised systems that include aspects of the person’s contextual environment. This thesis seeks to understand the role of personalisation and context, to evaluate the effectiveness of context for content personalisation and to investigate the event and map content domain for mobile usage. The work presented in this thesis has three parts: The first part is a user experiment on context that investigated the contextual attributes of time, location and interest, with respect to participants’ perception of their usefulness. Results show highly dynamic and interconnected effects of context on participants’ usefulness ratings. In the second part, these results were applied to create a predictive model of context that was related to attribution theory and then combined with an information retrieval score to create a weighted personalisation model. In the third part of this work, the personalisation model was applied in a mobile experiment. -
Jack Kirby Collector Seventy-Four $ 10
95 1 82658 00143 8 $10 JACK KIRBY COLLECTOR SEVENTY-FOUR Bullseye TM & © Joe Simon Jack Kirby Estates. Contents THE The PAST! OPENING SHOT ................2 (the past is now, the future is then) KIRBY AS A GENRE ............3 (to pulp returnest, with Tom Scioli) ISSUE #74A, SPRING 2018 Collector FOUNDATIONS ................6 (not our first Kirby romance story...) BROTHER BOYD ..............16 ( Jerry’s bro shows us Wolf Waco’s two-shot appearances) STRIP CLUB .................19 (Davy Crockett, hiding in plain sight) KIRBY OBSCURA .............21 (what did Jack do best?) RE-FOUND ..................24 ( announcing the hardcover Jack Kirby Checklist: Centennial Edition) JACK KIRBY MUSEUM .........29 (visit & join www.kirbymuseum.org) INFLUENCEES ................30 (the terrific Roy Thomas remembers Jack Kirby) COLLECTOR COMMENTS .......44 INNER-VENTIONS .............46 (take a trip in Jack’s time machines) COLLAGE: “ABOUT TIME” ......48 THE FUTURE! ...... FLIP US OVER! Numerous images in this issue are courtesy of the Jack Kirby Museum and whatifkirby.com, which have our eternal(s) thanks! (right) This issue’s “Past” cover started life as a gorgeous late- 1960s Bullseye drawing. Bullseye cover inks & colors (Version A): BILL WRAY Don’t miss our alternate TIGER 21 cover (Version B)! COPYRIGHTS: Alarming Tales, Boy Explorers, Bullseye, Stuntman, “You’re Not The First!” TM & © Joe Simon & Jack Kirby Estates • Big Jim’s P.A.C.K. TM & © Mattel • Thundarr the Barbarian TM & © Ruby-Spears Productions • Conan the Barbarian TM & © RE Howard Estate • “About Time”, Captain Victory, Egghead, Limousine Drawing, Moses, Tiger 21 TM & © Jack Kirby Estate • Davy Crockett TM & © the respective owner • Avengers, Black Panther, Bucky, Captain America, Colossus, Dr. -
“Hey Siri!” the Rise of Apple’S “Beautiful Victory” “Hey Siri!” Mei Wu & Marie Sadek
Mei Wu & Marie Sadek “Hey Siri!” The rise of Apple’s “beautiful victory” “Hey Siri!” Mei Wu & Marie Sadek Often doubling as a sociopath with research. 24 years later, Sculley’s wish for questionable humour, Siri is an artificial speech recognition and synthetic speech intelligence well associated with the Apple was introduced to the world through Siri. brand. Through its brief history of 6 years, Contrary to popular belief, Apple did not, in Apple’s “beautiful victory” has managed to fact, invent Siri. This credit solely belongs to impact social and technological possibilities. Dag Kittlaus and his SRI International team, This, of course, has led to its widespread who developed the DARPA-funded CALO popularity, making it one of the most project that produced the Siri technology as popular digital assistants today. However, its offshoot. with the rapid introduction of various other In 2010, Apple purchased Siri for more AI systems, Siri’s often blaring shortcomings than $200 million before it was sold to have led to a rapid decrease in its use, its rival Verizon as an Android exclusive begging the question in whether the reign product. In the same year, Apple worked in of Siri is finally coming to a close. collaboration with Nuance Communications The history of Siri started as an abstract to develop Siri’s speech recognition engine idea predicted in the 1980s by John Sculley using sophisticated machine learning in his concept “Knowledge Navigator”. techniques, which included convolutional This concept describes a digital assistance neural networks, long short-term memory device that will be able to access a large and gated recurrent units. -
The AI Path: Past, Present & Future
Digital Business The AI Path: Past, Present and Future Just as computing and the World-Wide Web progressed through stages of maturity on the way to full acceptance, artificial intelligence is destined to do the same. By understanding the comparable challenges that were overcome and benefits achieved with earlier technologies, organizations can better see today where AI is heading and ensure that they are properly positioned to reap its full value. October 2019 Digital Business Executive Summary Computing power is something that we now take for granted — if we even think about it at all. In fact, this computing capacity came about following decades of astounding leaps of ingenious engineering that provided a fertile ground for business and social innovations to follow. Our most basic tasks in ordering goods, using smartphones and switching TV channels with our voice now rely on computing power scarcely imaginable even a few decades ago. The lessons of how this took hold and became foundational are relevant in the context of today’s coming-of-age megatrend — AI. Another example is the internet and the web, which allowed social and network connections to grow atop this prior breakthrough in computing power. The earlier rise of distributed and personal computing power, by itself, did not change society or business; such change required connections, networking, and a shift to a more collaborative and sharing mindset. The web’s protocols reached a critical mass of acceptance and created the nucleus that attracted new joiners and made today’s internet-based and web services possible. Similarly, there are lessons in how barriers to adoption were overcome in the web’s march to success that are relevant to AI. -
2019-Spring-URI-Magazine.Pdf
UNIVERSITY OF RHODESPRING 2019 ISLANDMAGAZINE Dream Team Aperture “NIZAM ZACHMAN FISHING PORT, JAKARTA, INDONESIA” by Fery Sutyawan, Ph.D. ’19 Fery Sutyawan took this photo in summer 2017, when he did a field observation at Nizam Zachman for his dissertation research. The fishing port is the largest in Indonesia, home to more than 1,200 industrial-scale fishing vessels. Indonesia is the second largest marine fisheries producer in the world, and there is not enough port space to accommodate the country’s fishing boats. URI is involved in numerous projects and partnerships with Indonesia, most of which relate to fisheries, marine affairs, and sustainable development. Sutyawan explains that this photo depicts the strength of the country’s fishing fleet, while also illustrating the problem of increasing global exploitation of fisheries resources. This spring, Sutyawan will defend his dissertation, which focuses on marine fisheries governance in Indonesia. UNIVERSITY OF RHODE ISLAND MAGAZINE Inside UNIVERSITY OF RHODE ISLAND MAGAZINE • VOL. 1, NO. 2 • SPRING 2019 4 FROM THE PRESIDENT 6 FEEDBACK FEATURES 18 34 CURRENTS QUANTUM QUEST GROWING A CURE 8 Entrepreneur Christopher URI’s medicinal gardens DIDN’T READ Savoie ’92 has his sights are a unique resource for MOBY-DICK? set on the revolutionary faculty and students. potential of quantum They are integral to URI’s Real-life ways to catch computing. It could lead prominence in natural up—and why you should. to more efficient fuel, products research. advances in drug 9 discovery, and maybe 38 QUAD ANGLES even cleaner air. A PERFECT FIT NETWORK Ben Leveillee on 25 Kunal Mankodiya and his 46 exploring space and time. -
City Research Online
CORE Metadata, citation and similar papers at core.ac.uk Provided by City Research Online Goker, A.S., Myrhaug, H., Whitehead, N., Faegri, T.E. & Lech, T.C. (2004). AmbieSense: a system and reference architecture for personalised and context-sensitive information services for mobile users. Lecture Notes in Computer Science, 3295, 327 - 338. doi: 10.1007/978-3-540-30473-9_31 <http://dx.doi.org/10.1007/978-3-540-30473-9_31> City Research Online Original citation: Goker, A.S., Myrhaug, H., Whitehead, N., Faegri, T.E. & Lech, T.C. (2004). AmbieSense: a system and reference architecture for personalised and context-sensitive information services for mobile users. Lecture Notes in Computer Science, 3295, 327 - 338. doi: 10.1007/978-3- 540-30473-9_31 <http://dx.doi.org/10.1007/978-3-540-30473-9_31> Permanent City Research Online URL: http://openaccess.city.ac.uk/608/ Copyright & reuse City University London has developed City Research Online so that its users may access the research outputs of City University London's staff. Copyright © and Moral Rights for this paper are retained by the individual author(s) and/ or other copyright holders. Users may download and/ or print one copy of any article(s) in City Research Online to facilitate their private study or for non- commercial research. Users may not engage in further distribution of the material or use it for any profit-making activities or any commercial gain. All material in City Research Online is checked for eligibility for copyright before being made available in the live archive. URLs from City Research Online may be freely distributed and linked to from other web pages. -
Kirby Interview Dave Stevens & Lisa Kirby True Life Divorce Romance
THE $5.95 In The US Issue #20, JUNE 1998 A “King”-Size Collector 68- page ISSUE on JAck’s Female Characters!! A Rare 1975 Kirby Interview Interviews with Dave Stevens & Lisa Kirby Unpublished Ten- page story from True Life Divorce A Close Look At Romance Comics Jack’s original screenplay for Captain Victory Double- centerfold of Galaxy Green Special Features: Jack’s Women From The ’40s To The ’80s Unpublished Art including Pencil pages Before They Were Inked, And Much More!! y c a e t S n Nominated e K For Two 1998 & Eisner y b Awards r i Including “Best K Comics-Related k c Publication” a J 1998 Harvey © k Awards Nominee r “Best Biographical, Historical o w or Journalistic Presentation” t r A The only ’zine authorized by the Issue #20 Contents: THE Kirby Estate Lisa Kirby Interview . .4 (the “Kid From Left Field” speaks) Soiled & Sweet & Sometimes Green! . .9 (S&K’s women of the Golden Age) Those Marvel-Ous Kirby Women . .13 (fun and frolic in the ’60s) Issue #20, June 1998 Collector SUE’s ’DOs Contest . .14 (how many did she have? Enter and you could win a free issue!) The Jack Kirby Collector, Vol. 5, No. 20, June Gender Relations In The Kirby Pantheon . .1 8 1998. Published bi-monthly by & (from the Fourth World to Eternals) © TwoMorrows Advertising & Design, An Oddball Kirby Comic . .23 1812 Park Drive, Raleigh, NC 27605, USA. 919-833-8092. John Morrow, Editor. Pamela (a dreamy visit with Doris Nelson) Morrow, Asst. Editor. Jon B. Cooke, Assoc. -
Builds Pokemon Overview Hoenn Unova Kanto
Builds Pokemon Hoenn 15 years old City Life 50 Bagon 100 Freerunning Psionics 400 Savant 1000 Champ in the Making 1300 Silenced 1200 Marked - Team Aqua 1000 Overview • Main team was Salamence, Metagross, Jolteon, Heracross, Gyarados and Gengar. • Beat the Elite Four in Kanto/Johto. • Defeated Cynthia • Returned to Hoenn and destroyed Team Aqua after an initially bumpy but eventually decisive/crushing campaign. • Ended up in a relationship with Flannery. Hoenn • Attained a Beldum from the Devon Corporation. • Took a ship to Castelia City in Unova on the first day. Unova • Took 11 days to reach Unova. • Bagon evolved in a month into Shelgon. • Beldum evolved in 6 months into Metang and then again in 3 further months into into Metagross. • Caught an Eevee in around a year in Castelia City. • Defeated Burgh and gained the Insect Badge. • Caught a Sandshrew and a Maractus in the Desert Resort. • Defeated Elesa in Nimbasa City and gained the Bolt Badge. • Caught a Solosis in Route 5. • Defeated Clay in Driftveil City and gained the Quake Badge. • Caught a Deerling in Route 6. • Caught a Joltik, a Klink, a Ferroseed and a Drilbur in Chargestone Cave. • Defeated Skyla and gained the Jet Badge. • Caught a Tranquill in Route 7. • Caught a Palpitoad and a Croagunk in Icirrus City. • Defeated Brycen and gained the Freeze Badge. • Caught a Liepard in Route 9. • Defeated Iris in Opelucid City and gained a Legend Badge. • Caught a Gligar and a Seviper in Route 11. • Caught a Kakuna, a Cherim, a Roselia, a Sewaddle and a Heracross in Route 12 over 4 days looking for Heracross. -
Jamie Walters
Distributed Immersive Participation { Realising Multi-Criteria Context- Centric Relationships on an Internet of Things Jamie Walters Distributed Immersive Participation Realising Multi-Criteria Context-Centric Relationships on an Inter- net of Things Jamie Walters Abstract Advances in Internet-of-Things integrate sensors and actuators in every- day items or even people transforming our society at an accelerated pace. This occurs in areas such as agriculture, logistics, transport, healthcare, and smart cities and has created new ways to interact with and experi- ence entertainment, (serious) games, education, etc. Common to these domains is the challenge to realize and maintain complex relations with any object or individual globally, with the requirement for immediacy in maintaining relations of varying complexity. Existing architectures for maintaining relations on the Internet, e.g., DNS and search engines are insufficient in meeting these challenges. Their deficiencies mandate the research presented in this dissertation enabling the maintenance of dynamic and multi-criteria relationships among entities in real-time in an Internet-of-Things while minimizing the overall cost for maintaining such context-centric relationships. A second challenge is the need to represent nearness in context-centric relationships, since solutions need to build on what is closely related. This dissertation shows that the proximity on relations can be used to bring about the scalability of maintaining relationships across the IoT. It successfully demonstrates the concept and feasibility of self-organizing context-centric overlay networks for maintaining scalable and real-time relationships between endpoints co-located with associated physical en- tities. This is complemented by an object model for annotating objects and their relationships as derived and defined over the underpinning context interactions.