老澳门开奖结果

Professor Tim Wu at Columbia had an in the New York Times yesterday arguing against First Amendment protections for 鈥渁utomated鈥� speech. Here鈥檚 the argument distilled:

As a matter of legal logic, there is some similarity among Google, Ann Landers, Socrates and other providers of answers. But if you look more closely, the comparison falters. Socrates was a man who died for his views; computer programs are utilitarian instruments meant to serve us. Protecting a computer鈥檚 鈥渟peech鈥� is only indirectly related to the purposes of the First Amendment, which is intended to protect actual humans against the evil of state censorship. The First Amendment has wandered far from its purposes when it is recruited to protect commercial automatons from regulatory scrutiny.

For the uninitiated, this is all coming up in the context of regulatory investigations of Google鈥檚 search engine results, which are looking at whether Google tweaks its search mechanism to favor its own interests. Although the precise method by which Google identifies and ranks its search results is a closely kept secret, we do know that it is based on algorithms that reflect human judgment about what individuals would find most useful.

The 老澳门开奖结果 has no current position on the First Amendment status of Google鈥檚 search algorithm. That said, and with respect, I think Professor Wu may be jumping the gun, at least when it comes to search engines and his drawing a bright line between 鈥渁utomated鈥� speech, which he says is undeserving of First Amendment protection, and human speech, which of course is.

There are many different 鈥渢ypes鈥� of automated speech. In fact, Professor Wu gives three examples at the beginning of his column (GPS navigation, spellcheckers and recommendations for new friends by Facebook). One of these, the route mapped out by a GPS navigation system, serves as a good counterpoint to search engine algorithms to explore the various First Amendment considerations here. (Importantly, I鈥檓 not even arguing that GPS results are unprotected; they very well may be. The point that I make below is that the argument for search engine protection is even more compelling in light of the human creativity and ingenuity required to rank results effectively.)

There is a qualitative difference between Google search and a navigation system. At base, the difference comes down to complexity鈥攂ut it鈥檚 more profound than that. When you search for directions between 123 Main Street and 456 Skid Row, the possible routes that the computer is going to spit back are relatively few. Although the computer may 鈥渟martly鈥� suggest an alternate route to avoid traffic, the actual process is devoid of human judgment.

Now, when you鈥檙e talking about a search algorithm, the actual process may be automated (Google has enormous server farms that are indexing websites, tracking search queries and ranking possible results, without any human intervention). But the underlying logic that generates the best results is a matter of human judgment.

In essence, Google search is a lot like the old text adventure games from the late 1970s and early 1980s (the iconic example being, of course, 鈥溾��). When the game鈥檚 running in your CPU, there is obviously no human intervention. But, the underlying mechanics of the game are entirely the product of human judgment and intuition. In order to navigate your character in the game world, you need to enter text commands. The programmer needs to creatively anticipate, based on an intuitive understanding of human interaction, what text command a player is likely to enter. Based on that understanding, the commands 鈥渢ravel north鈥� and 鈥済o up鈥� would be programmed to achieve the same result (this gets even more complicated when you get into non-directional commands).

This is very different than a GPS system, which relies on entirely natural phenomena to drive its results (it takes no human intervention to calculate the quickest routes once you鈥檝e taken into account traffic, construction, weather and other natural elements).

Another, more fanciful, example (though certainly not outside the realm of near-term possibility, see, e.g. ) is an automated 鈥渙p-ed鈥� machine. Imagine I could program a computer with various baseline opinions (the computer would know, for instance, that I鈥檓 against the death penalty). I could then correlate those opinions with other opinions (an individual who opposes the death penalty probably has a problem with solitary confinement). Based on those human-derived linkages in the computer algorithm, the computer could conceivably generate an opinion column on another subject that is entirely 鈥渁utomated,鈥� but also entirely the product of human judgment. Science fiction aside, would anyone doubt that an automated op-ed should receive the same First Amendment protection as a human-generated op-ed?

Of course, things get even more complicated when we start talking about artificial intelligence, but we don鈥檛 even have to go there. The fact is, 鈥渁utomated鈥� speech is a reflection of human judgment, creativity and ingenuity. To summarily banish it from the ambit of the First Amendment would be a radical step. As with all First Amendment questions, it鈥檚 exceedingly difficult to draw clear lines鈥攁nd we shouldn鈥檛 try. Automated speech is as complicated as human speech, and the law should reflect that complexity.