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ai with ai: Newton & the 3-Body Problem

/our-media/podcasts/ai-with-ai/season-3/3-2

Andy and Dave discuss the AI-related supplemental report to the President’s Budget Request. The California governor signs a bill banning facial recognition use by the state’s law enforcement agencies. The 2019 Association of the US Army meeting focuses on AI. A DoD panel discussion explores the Promise and Risk of the AI Revolution. And the 3rd Annual DoD AI Industry Day will be 13 November in Silver Spring, MD. Researchers at the University of Edinburgh, the University of Cambridge, and Leiden University announce using a deep neural network to solve the chaotic 3-body problem, providing accurate solutions up to 100 million times faster than a state-of-the-art solver. Research from MIT uses a convolutional neural network to recover or recreate probable ensembles of dimensionally collapsed information (such as a video collapsing to one single image). Kate Crawford and Meredith Whittaker take a look at 2019 and the Growing Pushback Against Harmful AI. Air University Press releases AI, China, Russia, and the Global Order, edited by Nicholas Wright, with contributions from numerous authors, including Elsa Kania and Sam Bendett. Michael Stumborg from CNA pens a response to the National Security Commission’s request for ideas, on AI’s Long Data Tail. Deisenroth, Faisal, and Ong make their Mathematics for Machine Learning available. Melanie Mitchell pens AI: A Guide for Thinking Humans. An article in the New Yorker by John Seabrook examines the role of AI/ML in writing, with The Next Word. And the Allen Institute for AI updates its Semantic Scholar with now more than 175 million scientific papers across even more fields of research.

Reports – and Videos – of the Week AI in 2019: A Year in Review - The Growing Pushback Against Harmful AI Summary of Event Videos: 2019 Year in Review AI and the Police State

ai with ai: The (Creepy) Aristobots (Part 1)

/our-media/podcasts/ai-with-ai/season-2/2.43

Andy and Dave discuss the U.S. Air Force’s recently released AI strategy. NATO releases a draft report on the implications of AI for NATO forces. A report collects 2,602 uses of AI for social good. And California legislature bans facial recognition for policy body cameras. In research, OpenAI takes a multi-agent game of hide-and-seek to 11 and discovers emergent tool use as the hiders and seekers try to gain advantages. Research from the Freie Universitat Berlin samples equilibrium states of many-body systems using deep learning to speed up sampling calculations.

legislature bars facial recognition for police body cameras     Research Emergent Tool Use from Multi-Agent Interaction Nontechnical summary Technical paper Video demos Environment code

ai with ai: Distilled Data: 200 Proofs

/our-media/podcasts/ai-with-ai/season-2/2-10

In shorter news items, Andy and Dave discuss the announcement that the Allen Institute for Artificial Intelligence is partnering with Microsoft Research to connect AI2’s Semantic Scholar academic search engine with Microsoft’s Academic Graph. The University of Pavia in Italy demonstrates an artificial neuron (a perceptron) on an actual quantum processor. Another Tesla on Autopilot has an accident, and Waymo demonstrates that pure imitation learning (with 30 million examples) is not sufficient for teaching a model to drive a car. And Tumblr implements a porn-detecting AI. In research topics, researchers with Facebook AI, MIT, and UC Berkeley demonstrate “dataset distillation,” compressing 60,000 MNIST images into 10 synthetic images. Researchers at the University of Maryland demonstrate the ability to hide adversarial attacks from network interpretation; so for networks that visually locate the item identified, that network would locate the “original” item instead of the adversarial item. Adobe and Auburn show that neural networks fail miserably for “out-of-distribution” inputs (or, “strange poses of familiar objects”), and they probe deeper into the parameters that cause the misbehavior. In other news, the AI Narratives Report explores how AI is portrayed and perceived. The AI Index releases its 2018 version. AI researchers have a spirited debate on Twitter about deep learning and symbol manipulation. Quantum Computing: Progress and Prospects provides a deeper look at this nascent technology. And Juergen Schmidhuber gives a TEDx talk on how “true AI” will change everything.

  |   Microsoft Academic Graph An Artificial Neuron Implemented on an Actual Quantum Processor Tesla On Autopilot Slams into Police Car News of Tesla crash 60 Minutes interview with Musk

ai with ai: Detective Centaur and the Curse of Footstep Awareness

/our-media/podcasts/ai-with-ai/season-1/1-33

Andy and Dave didn’t have time to do a short podcast this week, so they did a long one instead. In breaking news, they discuss the establishment of the Joint Artificial Intelligence Center (JAIC), yet another-Tesla autopilot crash, Geurts defending the decision to dissolve the Navy’s Unmanned Systems Office, and Germany published a paper that describes its stance on autonomy in weapon systems. Then, Andy and Dave discuss DeepMind’s approach to using YouTube videos to train an AI to learn “hard exploration games” (with sparse rewards). In another “centaur” example, facial recognition experts form best when combined with an AI. University of Manchester researchers announce a new footstep-recognition AI system, but Dave pulls a Linus and has a fit of “footstep awareness.” In other recent reports, Andy and Dave discuss another example of biomimicry, where researchers at ETH Zurich have modeled the schooling behavior of fish. And in brain-computer interface research, a noninvasive BCI system co-trained with tetraplegics to control avatars in a racing game. Finally, they round out the discussion with a mention of ZAC Inc and its purported general AI, a book on How People and Machines are Smarter Together, and a video on deep reinforcement learning.

) established Pentagon, Intel Agencies Set Up New AI Joint Office Algorithmic Warfare: Pentagon Eyeing AI Center for Tech Development (May 29)   Tesla that crashed into police car

ai with ai: Super-AI Reveals Answer to Everything: IDK, LUL

/our-media/podcasts/ai-with-ai/season-1/1-31

In a review of the latest news, Andy and Dave discuss: the White House’s “plan” for AI, the departure of employees from Google due to Project Maven, another Tesla crash, the first AI degree for undergraduates at CMU, and Boston Dynamics’ jumping and climbing robots. Next, two AI research topics have implications for neuroscience. First, Andy and Dave discuss AI research at DeepMind, which showed that an AI trained to navigate between two points developed “grid cells,” very similar to those found in the mammalian brain. And second, another finding from DeepMind on “meta-learning” suggests that dopamine in the human brain may have a more integral role in meta-learning than previously thought. In another example of “AI-chemy,” Andy and Dave discuss the looming problem of (lack of) explainability in health care (with implications for many other areas, such as DoD), and they also discuss some recent research on adding an option for an AI to defer a decision with “I Don’t Know” (IDK). After a quick romp through the halls of AI-generated DOOM, the two discuss a recent proof that reveals the fundamental limits of scientific knowledge (so much for super-AIs). And finally, they close with a few media recommendations, including “The Book of Why: The New Science of Cause and Effect.”

14) Tesla Model S crashed into a fire department truck in Utah:   Police probe whether Autopilot feature was on in Tesla crash (May 10) “The White House’s plan for AI is to not have a plan for AI

ai with ai: Driverless Vehicles, Digital Yeast, and Montezuma’s Revenge

/our-media/podcasts/ai-with-ai/season-1/1-23

With the news of the first death at the digital hands of a driverless vehicle, Andy and Dave discuss some of the broader issues surrounding the understanding and implementation of AI technology. In other news, they discuss the creation of a digital version of yeast (DCell) as a way to provide insight into the otherwise “black box” of AI. Then, after describing DeepMind’s efforts into using evolutionary Auto Machine Learning to discover neural network architectures, Andy and Dave discuss an example of how background knowledge (“priors”) transfers to the world of games, and how that compares with AI.

)   Woman's death pushes self-driving much further away (March 20)   Police chief: Uber self-driving car “likely” not at fault in fatal crash (March 21):   Uber Self-Driving Car Fatality

cna talks: Strategies for Policing Innovation

/our-media/podcasts/cna-talks/2019/7/strategies-for-policing-innovation

Street robberies, substance abuse, repeat violent offenders and gun violence are the realities faced by police every day in communities throughout America. However, strategies and innovations honed over the past decade and grounded in the use of research and technology have helped police departments dramatically improve outcomes for the communities they serve. On this episode of CNA Talks Chris Sun and Chip Coldren, discuss CNA’s Strategies for Policing Innovation Initiative.

Strategies for Policing Innovation Street robberies, substance abuse, repeat violent offenders and gun violence are the realities faced by police every day in communities throughout America. However, strategies and innovations honed over the past decade and grounded in the use of research and technology have helped police departments dramatically improve outcomes for the communities they serve ...   is the managing director of CNA's Justice Group. He has worked alongside the U.S. Department of Justice and many police departments across the country to study community policing, improve police-community

cna talks: Victim Centered Policing

/our-media/podcasts/cna-talks/2024/09/victim-centered-policing

Experts discuss victim-centered policing. How can it lead to better outcomes for crime victims and investigators, and how police departments can implement the practice.

Victim Centered Policing Experts discuss victim-centered policing. How can it lead to better outcomes for crime victims and investigators, and how police departments can implement the practice. Victim Centered Policing Guest Biographies Nicole Carroll is the Director of the Victim Services Unit at the Louisville Metro Police Department, where she ensures the rights and needs of crime victims and witnesses are met through quality programs and services, exercising supervision of subordinate personnel, and overseeing advocacy and service provision for victims involved in the criminal

cna talks: Correctional Officer Safety

/our-media/podcasts/cna-talks/2020/2/correctional-officer-safety

On this episode of CNA Talks, Zoë Thorkildsen sits down with Liza Cordeiro to discuss her research on correctional officer safety.

Correctional Officer Safety On this episode of CNA Talks, Zoë Thorkildsen sits down with Liza Cordeiro to discuss her research on correctional officer safety. Correctional Officer Safety Biographies Zoë Thorkildsen   provides expertise in the areas of criminal justice and policing, program evaluation and research design. She was a lead analyst on the reconstruction of the 2014 Las Vegas ambush that killed two police officers and has conducted a study of police ambushes for the Community Oriented Policing Services (COPS) Office in the Department of Justice. ContactName /*/Contact

CNA Analysts Share How 9/11 Impacted Their Careers

/our-media/indepth/2021/09/cna-analysts-share-how-9/11-impacted-their-careers

Eight CNA analysts share the stories of how the events of September 11, 2001, shaped their careers.

in the towers. Several were firefighters, police officers and financial traders. My Upper East Side apartment windows had to be shut for a week because of the burning debris that crept three miles