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Your search for Autonomy and Artificial Intelligence found 126 results.

ai with ai: Reflecting on Huginn and Muninn

/our-media/podcasts/ai-with-ai/season-2/2-20

Andy and Dave discuss “activation atlases,” recent work from OpenAI and Google that offers a new technique for visualizing interactions between the neurons in an image classifying deep neural network. The UCLA Center for Vision, Cognition, Learning, and Autonomy together with the International Center for AI and Robot Autonomy publish work on RAVEN – a dataset for Relational and Analogical Visual rEasoNing, which uses John Raven’s Progressive Matrices for testing joint spatial-temporal reasoning; in combination with a dynamic residual tree method, they see improvement over other methods, but still short of human performance. Research from the University of New South Wales uses machine learning to predict which of two patterns a subject will choose before the subject is aware of which one they have chosen. And Google Brain publishes research that demonstrates BigGAN, capable of generating high-fidelity images with much fewer (10-20%) labeled data. In announcements, DARPA holds its AI Colloquium on 6-7 March; the US Army is investing $72M into CMU for AI research; OpenAI launches OpenAI LP, a new company for funding safe artificial *general* intelligence; and the IEEE is set to release on 29 March the first edition of its Vision for Prioritizing Human Well-being with Autonomous and Intelligent Systems. In reports of the week, the Allen Institute for AI examines the quality of AI papers and predicts that China will soon overtake the US in quality AI research; MMC publishes an examination of the State of AI in Europe; a paper looks at predicting research trends in the publications on Arxiv, and another paper surveys deep learning advances on different 3D data representations. Dive into Deep Learning is the book of the week, available online. The University of Vermont uses AI and Project Gutenberg stories to identify six main arcs of storytelling. Dear Machine, by Greg Kieser, is the AI sci-fi story of the week. John Sunda Hsia’s website compiles the “ultimate guide” to all of the upcoming AI and ML conferences. And the Allen Institute releases a “dumbed down” version of OpenAI’s GPT-2, with some resulting humorous reflections.

Colloquium on 6-7 March; the US Army is investing $72M into CMU for AI research; OpenAI launches OpenAI LP, a new company for funding safe artificial *general* intelligence; and the IEEE is set ... OpenAI launches new company for funding safe artificial   general   intelligence IEEE to Release Ethically Aligned Design, First Edition:   A Vision for Prioritizing Human Well-being ... copy and eBook also available for purchase Upcoming Conferences Ultimate Guide to 2019 Artificial Intelligence and Machine Learning Conferences Some Last Minute Items Allen Institute’s

ai with ai: Synapses, Voynich, ELIZA, and Golem XIV

/our-media/podcasts/ai-with-ai/season-1/1-17

Andy and Dave start this week’s episode with a superconducting ‘synapse’ that could enable powerful future neuromorphic supercomputers. They discuss an attempt to use AI to decode the mysterious Voynich manuscript, and then move on to Hofstadter’s take on the shallowness of Google Translate (with mention of the ELIZA effect). After discussing DroNet’s drones that can learn to fly by watching a driving video, and updating the Domain-Adaptive Meta-Learning discussion where a robot can learn a task by watching a video, they close with some recommendations of videos and books, including Lem’s ‘Golem XIV.’

on Artificial Intelligence (AAAI-18), New Orleans, Feb 2-7, 2018 Main site ,   Program ,   Keywords ***Accepted papers (for main track) > 850 Past AAAI Conferences   ***Papers from   all   AAAI conferences (1980 -2017) BOOKS “Open access” 400 page book published by Springer,   Foundations of Trusted Autonomy VIDEO Golem , based on Stanislaw Lem’s short story “Golem XIV ... power artificial synapses using nanotextured magnetic Josephson junctions TOPICS Using AI to uncover the mystery of Voynich manuscript Decoding Anagrammed Texts Written in an Unknown

ai with ai: AI with AI: Lethal Autonomy and the Military Targeting Process, Part II

/our-media/podcasts/ai-with-ai/season-1/1-16b

Andy and Dave welcome back   Larry Lewis , the Director for CNA's Center for Autonomy and Artificial Intelligence, and welcome   Merel Ekelhof , a Ph.D. candidate at VU University Amsterdam and visiting scholar at Harvard Law School. Over the course of this two-part series, the group discusses the idea of "meaningful human control" in the context of the military targeting process, the increasing role of autonomous technologies (and that autonomy is not simply an issue "at the boom"), and the potential directions for future meetings of the U.N. Convention on Certain Weapons.

1-16B Andy and Dave welcome back   Larry Lewis , the Director for CNA's Center for Autonomy and Artificial Intelligence, and welcome   Merel Ekelhof , a Ph.D. candidate at VU University ... , the increasing role of autonomous technologies (and that autonomy is not simply an issue "at the boom"), and the potential directions for future meetings of the U.N. Convention on Certain Weapons. AI with AI: Lethal Autonomy and the Military Targeting Process, Part II Background on Lethal Autonomous Weapons Systems in the CCW ContactName /*/Contact/ContactName ContactTitle

ai with ai: Lethal Autonomy and the Military Targeting Process, Part I

/our-media/podcasts/ai-with-ai/season-1/1-16

Andy and Dave welcome back   Larry Lewis , the Director for CNA's Center for Autonomy and Artificial Intelligence, and welcome   Merel Ekelhof , a Ph.D. candidate at VU University Amsterdam and visiting scholar at Harvard Law School. Over the course of this two-part series, the group discusses the idea of "meaningful human control" in the context of the military targeting process, the increasing role of autonomous technologies (and that autonomy is not simply an issue "at the boom"), and the potential directions for future meetings of the U.N. Convention on Certain Weapons.

Andy and Dave welcome back   Larry Lewis , the Director for CNA's Center for Autonomy and Artificial Intelligence, and welcome   Merel Ekelhof , a Ph.D. candidate at VU University Amsterdam ... , the increasing role of autonomous technologies (and that autonomy is not simply an issue "at the boom"), and the potential directions for future meetings of the U.N. Convention on Certain Weapons. Lethal Autonomy and the Military Targeting Process, Part I Background on Lethal Autonomous Weapons Systems in the CCW ContactName /*/Contact/ContactName ContactTitle /*/Contact/JobTitle

ai with ai: The Ode to Decoy

/our-media/podcasts/ai-with-ai/season-5/5-2

Andy and Dave discuss the latest in AI news and research, including: NATO releases its first AI strategy, which included the announcement of a one billion euro “NATO innovation fund.” [0:52] Military research labs in the US and UK collaborate on autonomy and AI in a combined demonstration, integrating algorithms and automated workflows into military operations. [2:58] A report from CSET and MITRE identifies that the Department of Defense already has a number of AI and related experts, but that the current system hides this talent. [6:45] The National AI Research Resource Task Force partners with Stanford’s Human-Centered AI and the Stanford Law School to publish Building a National AI Research Resource: A Blueprint for the National Research Cloud. [6:45] And in a trio of “AI fails,” a traffic camera in the UK mistakes a woman for a car and issues a fine to the vehicle’s owner; [9:10] the Allen Institute for AI introduces Delphi as a step toward developing AI systems that behave ethically (though it sometimes thinks that it’s OK to murder everybody if it creates jobs); [10:07] and a WSJ report reveals that Facebook’s automated moderation tools were falling far short on accurate identification of hate speech and videos of violence and incitement. [12:22] Ahmed Elgammal from Rutgers teams up with Playform to compose two movements for Beethoven’s Tenth Symphony, for which the composer left only sketches before he died. And finally, Andy and Dave welcome Dr. Heather Wolters and Dr. Megan McBride to discuss their latest research on the Psychology of (Dis)Information, with a pair of publications, one providing a primer on key psychological mechanisms, and another examining case studies and their implications.

/ News NATO Plans AI Strategy Summary of the NATO AI Strategy Press conference by NATO Secretary General Stolenberg U.S. and UK research labs collaborate on Autonomy and AI Model Cards Streamlined ML Emerging Military Technologies:   Background and Issues for Congress Report The DOD’s Hidden Artificial Intelligence Workforce Building a National AI ... ] Military research labs in the US and UK collaborate on autonomy and AI in a combined demonstration, integrating algorithms and automated workflows into military operations. [2:58] A report from CSET

ai with ai: AI Today: Interview with Andy Ilachinski and David Broyles

/our-media/podcasts/ai-with-ai/season-4/4-s1

Andy and Dave were recently interviewed on the AI Today podcast. On the AI Today podcast we regularly interview thought leaders who are implementing AI and cognitive technology at various companies and agencies. However in this episode hosts Kathleen Walch and Ron Schmelzer interview Andy Ilachinski and David Broyles, hosts of the AI with AI podcast. On their podcast, they explore the latest breakthroughs in artificial intelligence and autonomy, as well as their military implications so naturally, we discussed with them some of the biggest trends they are seeing emerging out of AI today, some of the challenges to AI adoption especially in military applications, and some of the surprising insights and trends they have seen over the 4 years they have hosted their podcast.

4-S1 Andy and Dave were recently interviewed on the AI Today podcast. On the AI Today podcast we regularly interview thought leaders who are implementing AI and cognitive technology at various companies and agencies. However in this episode hosts Kathleen Walch and Ron Schmelzer interview Andy Ilachinski and David Broyles, hosts of the AI with AI podcast. On their podcast, they explore the latest breakthroughs in artificial intelligence and autonomy, as well as their military implications so naturally, we discussed with them some of the biggest trends they are seeing emerging out of AI

ai with ai: D/Generative

/our-media/podcasts/ai-with-ai/season-3/3-34

In COVID-related news, Nature publishes a review of COVID-19 AI tools, emphasizing that most tools are still in development and largely unproven. Inserm selects Expert System's AI support for its COVID-19 research and its group of over 10,000 researchers. Researchers provide in open-source a large annotated dataset of CT and X-ray images from COVID-19 patients, called the BIMCV COVID-19+. In regular AI news, Microsoft announces that it will not sell its facial recognition technology to police departments in the US until a national law is in place to help govern its use. On that note, a new federal bill in development, the Justice in Policing Act, contains policy guidelines on the use and limitations of facial recognition technology for police. OpenAI releases a commercial product API for accessing its AI models, to include the 175B parameter GPT-3, although other researchers are expressing concern over the lack of accountability on bias. Facebook announces the winner of its Deepfake Challenge, where the winning model achieved at 65% accuracy on a set of 10,000 previously unseen clips. And Boston Dynamics makes its robot dog, Spot, available for sale at $74,500 plus tax. In research, a team at Duke University introduces PULSE, which sharpens blurry images, in essence by exploring the space of plausible high-res images that could result in the blurry image. The report of the week comes from Perry World House, who published the results of a Policy Roundtable on AI hosted last fall. The Stockholm International Peace Research Institute and the International Committee of the Red Cross offer their take on Limits on Autonomy in Weapon Systems, by identifying the practical elements of human control. The review of the week from University of Waterloo provides an overview of text detection and recognition in the wild. MacroPolo provides a snapshot of Global AI Talent, using participants from the 2019 NeurIPS. Spring-Verlag provides yet another free text, from Eiben and Smith, on an Introduction to Evolutionary Computing. And NavyCon 2020 provides brief snapshots on "navies, science fiction, and great power competition" from a host of participants.

(includes using own images) Andy and Dave Pulsed Reports of the Week Policy Roundtable: Artificial Intelligence and International Security Limits on Autonomy in Weapon Systems:   Identifying ... of the Red Cross offer their take on Limits on Autonomy in Weapon Systems, by identifying the practical elements of human control. The review of the week from University of Waterloo provides an overview

ai with ai: The GPT Blob

/our-media/podcasts/ai-with-ai/season-3/3-32

In this week's COVID-related AI news, Andy and Dave discuss "SciFact" from the Allen Institute for AI, which built on neural network VeriSci and can link to supporting or refuting materials for claims about COVID-19. Berkeley Labs releases COVIDScholar, which uses natural language processing text-mining to search over 60,000 papers and draw insights and connections. Berekely Labs also announces plans to use machine learning to estimate COVID-19's seasonal cycle. In non-COVID AI news, Google publishes a response to the European Commission's white paper on AI, cautioning that their definition of AI is far too broad and risks stifling innovation. CSET maps where AI talent is produced in the U.S., where it gets concentrated, and where AI funding equity goes. In research, OpenAI releases GPT-3, a 175B parameter NLP model, and shows that massively scaling up the language model greatly improves task-agnostic few-shot performance. A report from the European Parliament's Panel for the Future of Science and Technology shows the ethics initiatives of nations around the globe. A review paper in Science suggests that progress in AI has stalled (perhaps as much as 10 years) in some fields. Abbass, Scholz, and Reid publish Foundations of Trusted Autonomy, a collection of essays and reports on trustworthiness and autonomy. And in the video of the week, CSIS sponsored a conversation with (now retired) JAIC Director, Lt Gen Shanahan.

, May-June 2015) Report of the Week The Ethics of Artificial Intelligence: Issues and Initiatives 128 page report Review Paper(s) of the Week Core progress in AI has stalled in some ... fields. Abbass, Scholz, and Reid publish Foundations of Trusted Autonomy, a collection of essays and reports on trustworthiness and autonomy. And in the video of the week, CSIS sponsored a conversation ... of the Week Foundations of Trusted Autonomy 400 page Book Video of the Week Online Event: A Conversation with JAIC Director Lt. Gen. John N.T. "Jack" Shanahan Shanahan Steps Down

ai with ai: What is AI?

/our-media/podcasts/ai-with-ai/season-2/2-14

CNA’s Center for Autonomy and Artificial Intelligence kicks off its first panel for 2019 with a live recording of AI with AI! Andy and Dave take a step back and look at the broader trends of research and announcements involving AI and machine learning, including: a summary of historical events and issues; the myths and hype, looking at expectations, buzzwords, and reality; hits and misses (and more hype!), and some of the many challenges of why AI is far from a panacea.

CNA’s Center for Autonomy and Artificial Intelligence kicks off its first panel for 2019 with a live recording of AI with AI! Andy and Dave take a step back and look at the broader trends of research and announcements involving AI and machine learning, including: a summary of historical events and issues; the myths and hype, looking at expectations, buzzwords, and reality; hits and misses (and more hype!), and some of the many challenges of why AI is far from a panacea. /images/AI-Posters/AI_2_14.jpg What is AI? Announcements Members for the National Security Commission for AI

ai with ai: Eleventh Voyage into Morphospace

/our-media/podcasts/ai-with-ai/season-2/2-9

The Joint Artificial Intelligence Center is up and running, and Andy and Dave discuss some of the newer revealed details. And the rebranded NeurIPS (originally NIPS), the largest machine learning conference of the year, holds its 32nd annual conference in Montreal, Canada, with a keynote discussion on “What Bodies Think About” by Michael Levin. And a group of graduate students have create a community-driven database to provide links to tasks, data, metrics, and results on the “state of the art” for AI. In other news, one of the “best paper” awards at NeurIPS goes to Neural Ordinary Differential Equations, research from University of Toronto that replaces the nodes and connections of typical neural networks with one continuous computation of differential equations. DeepMind publishes its paper on AlphaZero, which details the announcements made last year on the ability of the neural network to play chess, shogi, and go “from scratch.” And AlphaFold from DeepMind brings machine learning methods to a protein folding competition. In reports of the week, the AI Now Institute at New York University releases a 3rd annual report on understanding social implications of AI. With a blend of technology and philosophy, Arsiwalla and co-workers break up the complex “morphospace” of consciousness into three categories: computational, autonomy, and social; and they map various examples to this space. For interactive fun of generating images with a GAN, check out the “Ganbreeder,” though maybe not before going to sleep. In videos of the week, “Earworm” tells the tale of an AI that deleted a century; and CIMON, the ISS Robot, interacts with the space crew. And finally, Russia24 joins a long history of people dressing up and pretending to be robots.

The Joint Artificial Intelligence Center is up and running, and Andy and Dave discuss some of the newer revealed details. And the rebranded NeurIPS (originally NIPS), the largest machine learning ... Eleventh Voyage into Morphospace Breaking Pentagon's artificial intelligence center to coordinate military AI projects above $15 million 32nd Conference on Neural Information Processing Systems ... of technology and philosophy, Arsiwalla and co-workers break up the complex “morphospace” of consciousness into three categories: computational, autonomy, and social; and they map various examples