Difference between revisions of "CISC849 F2018"

An examination of issues raised by recent and expected advances in robotic and artificially intelligent (AI) systems, from the perspective of both their designers/creators and members of society generally. We will briefly cover the history and current state of robotics and AI, review relevant philosophical foundations and professional guidelines for engineers, and examine a number of topic areas. These include workplace safety, robots as caregivers and companions, surveillance and data mining, driverless cars, drones and autonomous military systems, and super-intelligent game-players. The format will focus on discussion and analysis of case studies in each topic area, as well as broader economic and social impacts.

• 20% Analytical paper, due Oct. 11
• 20% Presentation, given between Oct. 25 and Nov. 1
• 30% Final project, alone or team of two. Proposal due Nov. 13, presentations Dec. 4-6
• 30% Class participation. This includes attendance and how much you talk, but also the quality of what you say

For the presentation, each student will choose a real or hypothetical case/topic involving robotics/AI ethics issues. In 15-20 minutes, you will orally deliver a summary of the topic, outline the ethical issues and stakeholders, and ask the class several questions designed to initiate discussion. Visual aids (i.e., slides) are not required, but may be used for clarity. Presentation subjects must not be too similar to topics already in the syllabus, so you must get instructor approval after choosing a presentation date.

The project will involve a written and presentation component. Similar to the presentation, you will pick a topic (with instructor permission) to summarize and analyze. In fact, if you choose you may use the same topic as your presentation. However, here slides will be required, and you will also be asked to propose a technical "solution" that mitigates one or more ethical concerns related to the topic. The design and justification of this "solution" will constitute the bulk of the deliverables for the project.

All homework artifacts (papers, slides) must be submitted via e-mail to the instructor by midnight of the deadline day (with a grace period of a few hours afterward).

Students can discuss problems with one another in general terms, but must work independently on all assignments except the final project. This also applies to online and printed resources: you may consult them as references (as long as you cite them), but the words you turn in must be yours alone. Any quoting must be clear and appropriately cited--plagiarism in any form will not be tolerated. The University's policies on academic dishonesty are set forth in the student code of conduct here.

For the overall course grade, a preliminary absolute mark will be assigned to each student based on the percentage of the total possible points they earn according to the standard formula: A = 90-100, B = 80-90, C = 70-80, etc., with +'s and -'s given for the upper and lower third of each range, respectively. Based on the distribution of preliminary grades for all students (i.e., "the curve"), the instructor may increase these grades monotonically to calculate final grades. This means that your final grade can't be lower than your preliminary grade, and your final grade won't be higher than that of anyone who had a higher preliminary grade.

I will try to keep you informed about your standing throughout the semester. If you have any questions about grading or expectations at any time, please feel free to ask me.

• Machines of Loving Grace: The Quest for Common Ground Between Humans and Robots, John Markoff, 2015 (MLG)
• Superintelligence: Paths, Dangers, Strategies, Nick Bostrom, 2014 (Super)
• The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies, Erik Brynjolfsson and Andrew McAfee, 2016 (TSMA)

• Super, history portion of Chapter 1

• AI-robotics timeline at Computer History Museum

• "Judge" component of Moral Sense Test (MST -- registration required)
• "Scientist Finds the Beginnings of Morality in Primate Behavior", Nicholas Wade, NY Times, Mar. 20, 2007
• Section 1 of Ethics, Internet Encyclopedia of Philosophy entry (this is long, so give yourself extra time!)

• Sections 2 & 3 of Ethics, Internet Encyclopedia of Philosophy entry
• Deontological ethics Wikipedia entry
• Consequentialism Wikipedia entry

• "The Thinking Robot" (~39 minutes), Prof. Alan Winfield, Talks @ Google, Jan. 29, 2016

Register/add deadline

• Asimov's 3 Laws of robotics, xkcd comic on 3 laws
• "Runaround", Isaac Asimov (1942 story introducing 3 laws of robotics)
• ACM code of ethics
• IEEE code of ethics
• ASCE code of ethics
• Proposed code of ethics for robotics engineers, ACM/IEEE International Conference on Human-Robot Interaction, 2010

• "I, Robot" (2004) opening scene (1:22)

• "Case of the Killer Robot", onlineethics.org (2006)
• Ethics tests for decision-making
• "Liability in Robotics" paper (2010, robots as "dangerous dogs")

• "Robocop" (1987) demo scene (1:34)
• Rethink Robotics' Baxter company promo video (1:22 --Sawyer is their newer model)

• TSMA, Chapter 2: "The Skills of the New Machines: Technology Races Ahead"
• "AI Teaching Assistant Helped Students Online—and No One Knew the Difference", singularityhub.com, May 11, 2016
• TSMA, Chapter 12: "Learning to Race with Machines: Recommendations for Individuals" (first 3 pages)

• "Watson and the Jeopardy! Challenge" (IBM, 3:45)
• "Do labor-saving robots spell doom for American workers?" PBS NewsHour, July 30, 2015 (8:42)
• Moley kitchen robot commercial (1:00)
• Creator robot burgers (3:01) and Spyce robot salads (stop after 3:45)

• MLG, Chapter 2: "A Crash in the Desert"

• 2004 DGC starts (watch 3:36-6:10)
• "The Great Robot Race" (PBS Nova on DGC 2005)
• 2007 DUC highlights (watch 0:30-3:20)
• Sebastian Thrun TED talk, 2011 (4:14)
• "360 degree Experience: A Fully Self-driving journey" (Waymo, 3:36)

• "When the Trial Lawyers Come for the Robot Cars" (Slate, 2016)
• "Tesla's Autopilot Driving Mode Is a Legal Nightmare" (Gizmodo, 2016)
• "Inside the Self-Driving Tesla Fatal Accident", NY Times, July 12, 2016
• "UBER'S SELF-DRIVING CAR SAW THE WOMAN IT KILLED, REPORT SAYS", Wired.com, May 24, 2018
• "Autonomy’s Roadkill: The Path to Driverless Cars Will Be Strewn with the Carcasses of Big Industry", Car & Driver magazine, Feb. 26, 2016

• US NHTSA vehicle automation levels
• "Tesla Autopilot Fatal Crash Raises Safety Questions", ABC Good Morning America report, July 2, 2016 (2:23)
• "Tesla Autopilot update wants your hands on the wheel", CNET update, Sep. 12, 2016 (1:08)

• "Inside China’s Dystopian Dreams: A.I., Shame and Lots of Cameras", Luke Dormehl, New York Times, July 8, 2018
• The Drone as Privacy Catalyst, R. Calo (2011)
• "Inside Google's Internet Justice League and its AI-Powered War on Trolls", Wired.com, Sept. 2016

• How facial recognition caught a 40-year fugitive, The Verge, Aug. 15, 2016 (2:05)
• "Minority Report" recognition for advertising, 2002 (1:02)
• "Why New Technology May Know How You Feel", WSJ, Jan. 28, 2015 (3:23)
• Telescreen exercise from "1984" movie (1:04)
• "Eye in the Sky" drones, 2015 (from 6:11 to 7:11)

• "A Soldier, Taking Orders From Its Ethical Judgment Center", Cornelia Dean, NY Times, Nov. 25, 2008
• "Robots at War: The New Battlefield", P. W. Singer, The Wilson Quarterly, Winter, 2009
• "Law and Ethics for Robot Soldiers", K. Anderson and M. Waxman, 2012

• Worst case scenario, "Terminator" video game cutscene (1:10)
• New Air Force job (1:48)
• LS3 desert demo, Boston Dynamics (1:48)
• UGV/UAV Joint Autonomy demonstration, CMU NREC, March, 2016
• P. W. Singer TED talk, April, 2009 (16:06)

• "Ethical Frontiers of Robotics" (stop before military stuff), Noel Sharkey, Science magazine, Dec. 19, 2008
• "In gadget-loving Japan, robots get hugs in therapy sessions", Yuri Kageyama, USA Today, Apr. 11, 2004

• Service robots in nursing homes, WiMi-Care project in Germany, 2011 (3:52)
• ROBEAR WXYZ-TV local news report, Feb. 2015 (1:23)
• The soft side of robots: elderly care, Financial Times, May, 2016 (14:26). Paro, Toyota helper bot, physical therapy, sing-along robot at 10:25
• Google Home commercial, February, 2017 (1:00)
• Asus Zenbo promo, May, 2016 (0:51)
• Babies Driving Robots, Prof. Cole Galloway, UD (3:04)

• "The Sadness and Beauty of Watching Google's AI Play Go", Wired.com, Mar. 11, 2016
• "Robots Don't Play Sports for Fun", NY Magazine, Mar. 16, 2015
• "BATTLEBOTS IS SPORTS ALL RIGHT, AND IT'S AMAZING", Vice Sports, Jul. 21, 2015
• "Lockheed Martin offers $250K prize for first AI drone to beat human pilot", CNET, September 5, 2018

• DeepMind AlphaGo (2:47), Atari Breakout (1:12), Starcraft II (0:25), Quake III capture the flag (7:57)
• Sample Battlebots fights: Fire and drone (first minute), destructive spinner (2:00)
• "Drone Racing Dreams", NY Times video, Nov. 12, 2015 (6:37)

• "CreativeAI: On the Democratisation & Escalation of Creativity", Samim Winiger & Roelof Pieters, medium.com, Mar. 7, 2016
• "Inceptionism: Going Deeper into Neural Networks", Google Research Blog, Jun. 17, 2015
• "The Unreasonable Effectiveness of Recurrent Neural Networks", A. Karpathy, May 21, 2015
• "Movie written by algorithm turns out to be hilarious and intense", Ars Technica, Jun. 9, 2016

• e-David robot painting (3:25)
• style transfer examples
• "Artistic style transfer for videos", Ruder, Dosovitskiy, and Brox (1:14)
• "Hi-Res Image Synthesis and Semantic Manipulation...", T. Wang et al. (2018)
• deep dream zoom (single image)
• "Grocery trip" deep dream with optical flow (2:46)
• Google Magenta "song"
• Google WaveNet piano sample #3
• NSynth Super
• "Sunspring" AI-written movie, 2016 (9:02)

• Cleverbot: about, live conversation
• CakeChat live conversation
• "Your Next Friend Could Be A Robot", Wall Street Journal, Oct. 9, 2016 (PAYWALLED)
  • "Can Amazon's Alexa Be Your Friend?", digg.com, Mar. 30, 2017
• "It’s Your Fault Microsoft’s Teen AI Turned Into Such a Jerk", Wired.com, March 25, 2016
• "Avoiding the Uncanny Valley", Slate.com, Oct. 21, 2015

• AI vs. AI: Two chatbots talking to each other (1:23)
• Installation scene from "Her", 2013 movie directed by Spike Jonze (4:36)
• Figure from uncanny valley paper
• Interview with "Sophia", Hanson Robotics robot on CBS "60 Minutes", Oct. 9, 2016 (2:32)
• Magic Leap's "Mica" avatar

Withdraw deadline

• "The Legal Rights of Robots", Robert Freitas Jr., Student Lawyer, vol. 13, 1985
• "Android science and animal rights: Are There Analogies?", David Calverley, presented at CogSci 2005 conference workshop

• Robot lives matter, a parody (1:09)
• When Should Robots Have Rights?, Prof. Paul Wolpe, Emory University (3:00)
• "Robot ethics", Kate Darling talk at re:publica 2013 (~20 min.)

• "Scientists Worry Machines May Outsmart Man", John Markoff, NY Times, July 25, 2009
• Super, Chapter 6: "Cognitive superpowers"
• Super, Chapter 7: "The superintelligent will"
• Super, Chapter 8: "Is the default outcome doom?"

• 2009 Asilomar conference summary slides
• "What happens when our computers get smarter than we are?" Prof. Nick Bostrom TED talk, 2015 (16:31)
• Potential AI takeover phases (from Super, Chap. 6)
• Breakout scenario (from Super, Chap. 8)

• "Ex Machina" part 2
• "Be Right Back" (Black Mirror TV series season 2, episode 1)

• Bilin and Zhang
• Tianye
• Rachel and Rommy
• Sanhu
• Ahmad

• Yan-Ming and Jianwei
• Daniel and Michael
• Zhou
• Yang
• Ni