Monday, January 16, 2017

The Trolley Problem and Self-Driving Cars

“The Trolley Problem” is an ethical quandary invented by philosopher Philippa Foot in the 1960s and frequently modified by various audiences since then.  The original quandary is this:  Imagine you’re driving a runaway train that is about to collide with a set number of people on the tracks.  You could switch tracks and kill a smaller number of people on alternative tracks.  Do you switch tracks?  The question can be modified to determine how much you are influenced by various variables such as relationship with the individuals, worth of those individuals, and the sense of agency you feel in the resulting deaths.  If you use a truly utilitarian approach to making the decision, you should always choose the track that would kill the fewest people (or at least the people with the lowest societal value).  However, the results of this thought experiment have repeatedly shown that people are not making purely utilitarian decisions.  In the last few decades, neuroscientists have begun to determine which brain areas are active while people are making these decisions, in an effort to better understand brain areas involved in complex decision-making.  This new “scientific” dimension of the question has led to a resurgence of interest in the trolley problem.

Although the trolley problem has often been critiqued as being an unrealistic situation, programmers working on self-driving cars must now wrestle with very similar ethics.  Programmers have the advantage of plenty of time to contemplate the best course of action in various situations, unlike drivers who must react in the moment.  If a self-driving car suddenly detects a small child that runs in front of it, should the car swerve, despite knowing it would hit the brick wall and kill its driver?  Public opinion surveys suggest that people want self-driving cars to prioritize the greatest number of lives, but they’d be much more likely to buy a self-driving car if their particular self-driving car prioritized the life of the driver.  Artificial intelligence will allow us to make the “best” decisions more often; the problem is that as humans, even with plenty of time to think about those decisions, we still struggle to know what those best decisions are. - SLB

Recommended sources for further engagement:

Moral Machine.  by the Scalable Cooperation at MIT Media Lab.  2016.
Simulation that allows you to decide between two options for what a self-driving car should do, and then compares your responses to those who have answered previously

Can You Program Ethics Into a Self-Driving Car? by Noah J. Goodall in IEEE Spectrum.  2016.
Examines the ethics of self-driving cars

The Social Dilemma of Autonomous Vehicles. by Jean-François Bonnefon, Azim Shariff, and Iyad Rahwan in Science.  2016. 
The peer reviewed article that asked people what they would want cars to do in general and what they would want their particular car to do (but you need access to Science to read it)

The Trolley Problem and the Evolution of War.  by Peter Reiner at the Neuroethics at the Core blog.  2011.
Briefly describes the trolley problem in general, and then applies the model to decisions made in war, including the use of drones which is another AI application

The Rational Vulcan.  by Dave Johnson at the Neuropoly blog.  2010.
Some history, other ethical thought problems, and a description of brain areas involved when answering the trolley problem

The Hypocrisy of Professional Ethicists.  by Emma Green in The Atlantic.  2015.
Summarizes findings that suggest that studying ethics (and thus engaging in thought experiences like the trolley problem) does not result in making more ethical decisions


Sunday, January 15, 2017

Resources for ethics topics

Websites focused on Neuroethics:
The Dana Foundation (focus on implications of neuroscience)
The Oxford Centre for Neuroethics (list of a few topics, and info on those topics)
Center for Science and Law (interesting views on how modern brain science interacts with law)
The MacArthur Foundation Research Network on Law and Neuroscience
The Neuroethics Blog (hosted by Emory University's Center for Ethics)
U of British Columbia's National Core for Neuroethics (click on the various research groups to see various topics)
U. Penn's Neuroethics Open Educational Resource (videos on various topics)
Columbia U.'s Neuroethics course (the entire course is free online if you're interested; or you can just use their layout of topics for ideas)
Neuroscience for Kids (obviously not at the correct level, but has good ideas)

Peer reviewed journals:
American Journal of Bioethics Neuroscience
Neuroethics
Journal of Ethics in Mental Health

A list of many other sources:  International Neuroethics Society - Resources
(You may find other things on this website useful as well.)

Thursday, January 12, 2017

Another excellent source of articles

The journal publisher Elsevier has made available for free (until Dec 2018) their top cited articles of 2016.  The below link is their list of these articles that they consider to be neuroscience, allowing you to quickly find some new, interesting articles and link to free versions of them to see if they'd be relevant and understandable for the class assignment (or to just learn cool new things).

Saturday, January 7, 2017

Resources for New Discoveries in Neuroscience

The below websites highlight interesting new neuroscience findings.  Some of the below merely summarize the findings; others also put them in context and/or critique them.  As a neuroscience major, you might find these interesting to follow in general.  They're also great sources for finding primary, peer reviewed articles for discussing in class.  (If you have additional sources you think I should add to this list, please let me know.  There are many out there; it is just a matter of finding ones that have frequent, information-rich posts.)

NeuroScientistNews - choose from Research News or Clinical Updates (or follow them on Facebook)
The Neurocritic
The Neurocomplimenter 
Neuroskeptic (supported through Discover)
Neurophilosophy (supported through the Guardian)


Below are other blogs that often discuss interesting neuroscience ideas (but don't necessarily highlighting recent discoveries, so they'd be fun to read, but may not be useful for assignments in this course).

Scientific American Mind guest blogs
Not Bad Science (supported through Scientific American; focuses on animal behavior and cognition)
BrainFacts (the blog of the Society for Neuroscience)
BrainBlogger


And finally, the below blogs are interesting reads, but they are no longer being updated, so they won't provide you with brand new findings.  (Both were active until recently, though.)
Neurorexia
NeuroBollocks (as the name suggests, this blog focuses on debunking pseudo-neuroscience, which is interesting, but less informative in the way of new ideas)