I've got the February issue of the IEEE Transactions on Pattern Analysis and Machine Intelligence lying on my coffee table. Let's evesdrop on what the professionals are up to
Offline loop investigation for handwriting analysis
Robust Face Recognition via Sparse Representation
Natural Image Statistics and Low-Complexity Feature Selection
An analysis of Ensemble Pruning Techniques Based on Ordered Aggregation
Geometric Mean for Subspace Selection
Semisupervised Learning of Hidden Markov Models via a Homotopy Method
Outlier Detection with the Kernelized Spatial Depth Function
Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching
Framework for Performance Evaluation of Face, Text, and Vehicle Detection and Tracking in Vido: Data, Metrics, and Protocol
Information Geometry for Landmark Shape Analysis: Unifying Shape Representation and Deformation
Principal Angles separate Subject Illumination spaces in YDB and CMU-PIE
High-precision Boundary Length Estimation by Utilizing Gray-Level Information
Statistical Instance-Based Pruning in Ensembles of Independent Classifiers
Camera Displacement via Constrained Minimization of the Algebraic Error
High-Accuracy and Robust Localization of Large Control Markers for Geometric Camera Calibration
These researchers are writing footnotes to Duda and Hart. They are occupying the triple point between numerical methods, applied mathematics, and statistics. It is occassionally lucrative. It paid my wages when I was applying these techniques to look down capability for pulse doppler radar.
The basic architecture of all this research is that the researchers have a monopoly on thinking, mathematics, and writing code and the computers crunch the numbers, both during research and later in a free standing but closed application. There is nothing foomy here.
Michael Annisimov has put up a website called Terminator Salvation: Preventing Skynet, which will host a series of essays on the topic of human-friendly artificial intelligence. Three rather good essays are already up there, including an old classic by Eliezer. The association with a piece of fiction is probably unhelpful, but the publicity surrounding the new terminator film is probably worth it.
What rational strategies can we employ to maximize the impact of such a site, or of publicity for serious issues in general? Most people who read this site will probably not do anything about it, or will find some reason to not take the content of these essays seriously. I say this because I have personally spoken to a lot of clever people about the creation of human-friendly artificial intelligence, and almost everyone finds some reason to not do anything about the problem, even if that reason is "oh, ok, that's interesting. Anyway, about my new car... ".
What is the reason underlying people's indifference to these issues? My personal suspicion is that most people make decisions in their lives by following what everyone else does, rather than by performing a genuine rational analysis.
Consider the rise in social acceptability of making small personal sacrifices and political decisions based on eco-friendliness and your carbon footprint. Many people I know have become very enthusiastic for recycling used food containers and for unplugging appliances that use trivial amounts of power (for example unused phone chargers and electrical equipment on standby). The real reason that people do these things is that they have become socially accepted factoids. Most people in this world, even in this country, lack the mental faculties and knowledge to understand and act upon an argument involving notions of per capita CO2 emissions; instead they respond, at least in my understanding, to the general climate of acceptable opinion, and to opinion formers such as the BBC news website, which has a whole section for "science and environment". Now, I don't want to single out environmentalism as the only issue where people form their opinions based upon what is socially acceptable to believe, or to claim that reducing our greenhouse gas emissions is not a worthy cause.
Another great example of socially acceptable factoids (though probably a less serious one) is the detox industry - see, for example, this Times article. I quote:
Anyone who takes a serious interest in changing the world would do well to understand the process whereby public opinion as a whole changes on some subject, and attempt to influence that process in an optimal way. How strongly is public opinion correlated with scientific opinion, for example? Particular attention should be paid to the history of the environmentalist movement. See, for example, McKay's Sustainable energy without the hot air for a great example of a rigorous quantitative analysis in support of various ways of balancing our energy supply and demand, and for a great take on the power of socially accepted factoids, see Phone chargers - the Truth.
So I submit to the wisdom of the Less Wrong groupmind - what can we do to efficiently change the opinion of millions of people on important issues such as freindly AI? Is a site such as the one linked above going to have the intended effect, or is it going to fall upon rationally-deaf ears? What practical advice could we give to Michael and his contributors that would maximize the impact of the site? What other intervantions might be a better use of his time?
Edit: Thanks to those who made constructive suggestions for this post. It has been revised - R