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ai with ai: Shiny Heart Reflecting in the Dark Lights Up (SHRDLU)

/our-media/podcasts/ai-with-ai/season-1/1-32

In breaking news, Andy and Dave discuss a few cracks seem to be appearing in Google's Duplex demonstration; more examples of the breaking of Moore's Law; a Princeton effort to advance the dialogue on AI and ethics; India joins the global AI-sabre-rattling; the UK Ministry of Defence launches an AI hub/lab; and the U.S. Navy dissolves its secretary-level unmanned systems office. Andy and Dave then discuss a demonstration of "zero-shot" learning, by which a robot learns to do a task by watching a human perform it once. The work reminds Andy of the early natural language "virtual block world" SHRDLU, from the 1970s. In other news, the research team that designed Libratus (a world-class poker-playing AI) announced they had developed a better AI that, more importantly, is also computationally orders of magnitude less expensive (using a 4-core CPU with 16 GB of memory). Next, research with Intel and the University of Illinois UC has developed a convolutional neural net to significantly improve low-ISO image quality while shooting at faster shutter speeds; Andy and Dave both found the results for improving low-light images to be quite stunning. Finally, after yet another round of a generative adversarial example (in which Dave predicts the creation of a new field), Andy closes with some recommendations on papers, books, and videos, including Galatea 2.2 and The Space of Possible Minds.

the dialogue on AI and ethics; India joins the global AI-sabre-rattling; the UK Ministry of Defence launches an AI hub/lab; and the U.S. Navy dissolves its secretary-level unmanned systems office. Andy ... and Ethics"   project India now wants AI-based weapon systems UK launches a new AI hub (May 16)   Navy dissolves unmanned systems office TOPICS (21-25 May, 2018) IEEE Robotics ... world" SHRDLU, from the 1970s. In other news, the research team that designed Libratus (a world-class poker-playing AI) announced they had developed a better AI that, more importantly, is also

china ai and autonomy report: Issue 7, January 27, 2022

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The China AI and Autonomy Report, issue 7, is a biweekly newsletter published by CNA, on artificial intelligence and autonomy in China.

Issue 7 The China AI and Autonomy Report, issue 7, is a biweekly newsletter published by CNA, on artificial intelligence and autonomy in China. /Newsletters/China-AI/The-China-AI-and-Autonomy-Report-Issue-7_Page_01.png Issue 7, January 27, 2022 Welcome to the China AI and Autonomy Report, a biweekly newsletter published by CNA. Over the past two weeks, the digital economy has featured ... Intelligence, has written a philosophical article in WeChat arguing that the development of artificial general intelligence needs to be focused more on giving human subjectivity and emotions to AI. NEW CNA

ai with ai: Tell-Tale Heart

/our-media/podcasts/ai-with-ai/season-4/4-2

In COVID-related AI news, Youyang Gu provides world- and county-level COVID-19 predictions using machine learning, along with a rolling examination of accuracy. In regular AI news, a military coalition of 13 countries meets to discuss the use of and ethics of AI. Orcan Intelligence provides a deeper look into Europeans’ concerns about AI technologies. Ben Lee and the Library of Congress unveil the full open version of the Newspaper Navigator, which provides access to 1.56 million photographs from newspapers. Research from Intel and Binghamton University uses the pulse of the beating heart to identify deep fake videos with a 97% accuracy. And Arthur Holland Michel publishes the Black Box, Unlocked: Predictability and Understandability in Military AI.

In COVID-related AI news, Youyang Gu provides world- and county-level COVID-19 predictions using machine learning, along with a rolling examination of accuracy. In regular AI news, a military coalition of 13 countries meets to discuss the use of and ethics of AI. Orcan Intelligence provides a deeper look into Europeans’ concerns about AI technologies. Ben Lee and the Library of Congress unveil ... / News / Quick Research Military AI Coalition of 13 Countries Meets On Ethics Deep Dive: Europeans’ concerns about AI Newspaper Navigator Newspaper Navigator (includes 15 min video intro

ai with ai: The One about ‘Bots…

/our-media/podcasts/ai-with-ai/season-2/2-28

“Bots” reign supreme in this week’s episode, though Andy and Dave start the discussion NIST’s RFI on the development of technical standards for AI. A Harvard Medical School project demonstrates a catheter that can autonomously move inside a live, beating pig’s heart. Zipline uses medical delivery drones in Rwanda. University of Maryland researchers demonstrate drone delivery of a kidney for transplant. NASA tests a CACADA swarm and is also investigating Marsbees. And Starship robo-couriers deliver food to students at GMU. In research from Berkeley, a robot learns to use improvised tools to complete tasks, including those with physical cause-and-effect relationships. Researchers at MIT, MIT-IBM Watson, and DeepMind create the Neuro-Symbolic Concept Learner (NSCL), which uses a hybrid connectionist/symbolic approach, and seems to be a “true” AI implementation of Winograd’s SHRDLU system from the 60s. Research from Tsinghua University and Google demonstrates Neural Logic Machines, a neural-symbolic architecture for both inductive learning and logic reasoning. Two papers compare logistic regression with machine learning methods for clinical predictions; one shows no benefit of one method over the other, while the other claims better performance with neural network methods (although Andy and Dave wonder whether this statement is true, given the error bars in the results). Algorithm Watch publishes a Global Inventory of AI Ethics Guidelines. Times Higher Education (THE) and Microsoft release a survey on AI of more than 100 AI experts and university leaders. The Department of Information Technology at the University of Uppsala in Sweden has made its lecture notes for a statistical machine learning course available. The Santa Fe Institute reprints a classic collection of essays from its Founding Workshops. Robert Kranekg pens a story about an Angry Engineer. And the OpenAI Robotics Symposium 2019 releases the full video proceedings online.

). Algorithm Watch publishes a Global Inventory of AI Ethics Guidelines. Times Higher Education (THE) and Microsoft release a survey on AI of more than 100 AI experts and university leaders. The Department ... The AI Ethics Guidelines Global Inventory The THE-Microsoft survey on AI Full Survey results   (Excel spreadsheet) Books of the Week Lecture Notes on Machine Learning Adobe pdf ... “Bots” reign supreme in this week’s episode, though Andy and Dave start the discussion NIST’s RFI on the development of technical standards for AI. A Harvard Medical School project demonstrates

ai with ai: Self-aware Bag of Atomic Camels

/our-media/podcasts/ai-with-ai/season-2/2-16

For research topics, Andy and Dave discuss the task-agnostic self-modeling machine from Columbia University, a robotic arm that learns to build an approximate model of itself and then interact with the world; they also discuss the over-hyped reporting of the research. A much less hyped, but possibly more groundbreaking research from MIT results in a robot that can play the tower-block game Jenga, using multisensory fusion to do so. More research from MIT attempts to synthesize probabilistic programs for automatic data modeling. Research from the University of Tubingen shows that approximating convolutional neural nets with bag-of-local-features modeling yields decent results with ImageNet. And the University of Washington and the Allen Institute for AI announce the Atlas of Machine Commonsense (ATOMIC), a collection of 877k textual descriptions of inferential knowledge, which allows more accurate inference for previously unseen events. In announcements of the week, DARPA announces the Competency-Aware Machine Learning (CAML) program for ML systems to assess their own performance; and Measuring Biological Aptitude (MBA) attempts to link genotype to phenotype in order to improve recruiting, training, and other aspects. The U.S. Navy’s Sea Hunter drone ship completes an autonomous trip from San Diego to Hawaii and back. The "Papers with Code" archive attempts to collect and link ML-related papers, code, and evaluation tables. The U.S. Army activates its AI Task Force at Carnegie Mellon. And the International Conference on Learning Representations (ICLR) 2019 has been announced for 6-9 May 2019. In media of the week, the World Intellectual Property Organization releases its report on the Technology Trends of 2019; the AMA Journal of Ethics publishes an entire (open-access) issue devoted to AI in health care; the Congressional Research Service updates its report on AI and National Security; Dan Simmons provides a hefty tome on Evolutionary Optimization Algorithms, and Julian Togelius publishes a book on Playing Smart. Wake Word is the Game of the Week, and in videos, Super Bowl ads provided a variety of glimpses into life with robots.

Technology Trends 2019 Summary Full paper (158 pages) Papers of the Week AMA Journal of Ethics CRS Report on AI and National Security Understanding China's AI Strategy Books ... that approximating convolutional neural nets with bag-of-local-features modeling yields decent results with ImageNet. And the University of Washington and the Allen Institute for AI announce the Atlas of Machine ... and link ML-related papers, code, and evaluation tables. The U.S. Army activates its AI Task Force at Carnegie Mellon. And the International Conference on Learning Representations (ICLR) 2019 has been

china ai and autonomy report: Issue 14, May 5, 2022

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The China AI and Autonomy Report, issue 14, is a biweekly newsletter published by CNA, on artificial intelligence and autonomy in China.

be improved. Governance and Policy Chinese Academy of Sciences publishes AI principles for climate action. The Chinese Academy of Sciences International Research Center for AI Ethics ... in the consensus for AI include "for the good of humans and ecology," energy conservation, privacy protection, fairness and justice, education promotion, and cooperation. The AI Ethics and Governance Center ... Military Online , Apr. 22, 2022, http://www.81.cn/bz/2022-04/22/content_10149733.htm . [11] International Research Center for AI Ethics and Governance, "Principles on AI for Climate Action

china ai and autonomy report: Issue 22, September 8, 2022

/our-media/newsletters/china-ai-and-autonomy-report/issue-22

The China AI and Autonomy Report, issue 22, is a biweekly newsletter published by CNA, on artificial intelligence and autonomy in China.

mains topics of technological innovation, industry application, law and ethics, and ecology construction, in addition to 30 professional topics, such as AI+metaverse, generative AI, reliable AI ... Issue 22 The China AI and Autonomy Report, issue 22, is a biweekly newsletter published by CNA, on artificial intelligence and autonomy in China. /Newsletters/China-AI ... to shoot down PRC drones. In other news, the China Institute for Command and Control discusses constraints on the effective military use of AI, using the US military as an example, and a Strategic

ai with ai: Ghost in the Mirror

/our-media/podcasts/ai-with-ai/season-2/2.41

Andy and Dave discuss research from DeepMind, University College London, and Oxford, that shows that human mental replay spontaneously reorganizes experience, implied by abstract knowledge, and which further suggests AI could use this approach to learn and improve. In other research, adversarial triggers cause natural language processing algorithms (such as GPT-2) to generate incorrect sentiment analysis, or to generate racist output (even in non-racial contexts). And researchers from Dalian, Peng Cheng, and City University of Hong Kong create a segmentation method for visual classifiers to identify and process mirrors and reflective surfaces, which may otherwise cause confusing results. FutureGrasp provides a report on an overview of State initiatives in AI. An article in Nature examines the global landscape of AI ethics guidelines. Patrick Walker pens War Without Oversight: Challenges to the Deployment of Autonomous Weapon Systems. Springer Nature publishes “the first research book generated using machine learning,” on lithium-ion batteries. Henrik Saetra publishes The Ghost in the Machine, on what it means to be human in the age of AI/ML. The Alife 2019 conference provides open access to its 2019 proceedings. And Mackmyra Whisky announces the world’s first AI-created whisky.

examines the global landscape of AI ethics guidelines. Patrick Walker pens War Without Oversight: Challenges to the Deployment of Autonomous Weapon Systems. Springer Nature publishes “the first ... (free, but requires email and affiliation) -  43 pages Survey Paper of the Week The global landscape of AI ethics guidelines Paper in Nature (may be behind paywall) Preprint on arxiv ... , and which further suggests AI could use this approach to learn and improve. In other research, adversarial triggers cause natural language processing algorithms (such as GPT-2) to generate incorrect

ai and autonomy in russia: Issue 42, July 18, 2022

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will be to analyze and monitor regulation of AI in the Asia-Pacific countries. As AI usage expands globally, this center will ideally serve as an authority on the intersection between ethics and AI ... Issue 42 /Newsletters/Ai%20and%20Autonomy%20in%20Russia/AI-and-Autonomy-in-Russia-Issue-42.png Issue 42, July 18, 2022 GOVERNANCE AND LEGISLATION EMERGENCY MINISTRY ASKS TO DEPLOY SAFE CITY ... for monitoring and response. But, as discussed in past issues of AI in Russia , the Russian government recently balked at the growing cost of the program in Russia’s regions. MChS has sought

china ai and autonomy report: Issue 9, February 24, 2022

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The China AI and Autonomy Report, issue 9, is a biweekly newsletter published by CNA, on artificial intelligence and autonomy in China.

research on AI ethics standards and explore the establishment of legal, regulatory, ethical, and moral frameworks to ensure the healthy development of AI. The plan lays out 10 major tasks and focus ... Issue 9 The China AI and Autonomy Report, issue 9, is a biweekly newsletter published by CNA, on artificial intelligence and autonomy in China. /Newsletters/China-AI/The-China-AI-and-Autonomy-Report-Issue-9_Page_1.png Issue 9, February 24, 2022 Welcome to the China AI and Autonomy Report, a biweekly newsletter published by CNA. In this issue, we bring you the AI-relevant information