Attorney Sues Website Over His Online Rating
An anonymous reader writes "The Seattle Post-Intelligencer is reporting that a local attorney is suing legal startup Avvo over a rating that was algorithmically assigned. The story covers the controversy of computers grading humans. 'Browne, who has participated in a number of high-profile cases in the state, including the defense of arsonist Martin Pang, said in an interview that Avvo is being irresponsible with the ratings and called them a fraud. And he questioned why Supreme Court justices and prominent lawyers score so low. Three other attorneys interviewed by the P-I also expressed doubts about the rating system, while News.com reported that the site "seemed to be riddled with bizarre errors."' Such practices are not new: the New York Times earlier this year reported on Google using algorithms to determine applicant suitability. But what happens when you don't like the result? Can a computer program be considered defamatory?"
If I use a hand-held calculator to get a result, and then publish it and that publication defames someone, I can't blame it on the calculator.
In this case, a computer is just another tool used to calculate something - perhaps a tool that many people don't understand as well as they should - but a tool nonetheless.
You use it, you take responsibility for the results. You don't understand how it works? Hire a consultant. The fact that it is a complex tool does not excuse you if you libel someone.
( NB: The above paragraphs presume that there is indeed libel, a fact not yet proven.)
Lawyers are pussies, crybabies, and if they don't get their way they act like a 7 year old who can't have candy. Did I mention I hate lawyers?
It's all "fuck you," "no, fuck you!" Marone.
... if John Henry Browne does sue Avvo's computer ranking program it will make him a bad lawyer and thus the ranking will have been a self fulfilling prophecy.
Man: ...but I LOVE YOU!
Computer: That's so adorable, but you are just not good enough for ME!
Man: Oh, no, you don't dump me! I dump you! Better, I sue you!
The only possible interpretation of any research whatever in the 'social sciences' is: some do, some don't
Parent's Sig: When members of a profession start referring to non-members as 'laymen', it is time to start shooting them.
Shooting whom? The members of the profession or the laymen? If you're going to call for someone's head, you should at least be a little more specific about whose head you want served to you on a silver platter.
imagine what would happen to consumers who were negatively affected by soundscan's demonstration of the buying patterns of human beings and its effect on the decline of popular culture in music? we could recoup millions in damage to lost souls.
I guess he is suing for bad karma!*drum*
Thank you! I will be here all night! Try the trout, they are delicious.
There's nothing wrong with computer rankings, but they inputs are very, very important. We shouldn't pretend that they are different somehow from human rankings, since humans still carefully select the inputs.
An example that most here can relate to is the US News and World Report college rankings. It's a whole other topic in itself, but suffice it to say that there is a lot of discussion about their inputs and how it has influenced the way colleges operate. Most colleges try to get many small donations instead of a few big ones, because the rankings weigh number of donors more heavily than total amount donated. They encourage many, many applications from just about anyone because they get ranked based on the number of applications that they reject.
Once people learn what the inputs are, they just game the system.
W..w..W - Willy Waterloo washes Warren Wiggins who is washing Waldo Woo.
Is it just me, or does it seem like there are a lot of legal professionals who normally have no problem applying existing law to novel situations but who turn into drooling idiots as soon as a computer program or computer network becomes involved?
Uh....
... } ?
switch (person.getSkinColor()) {
Huh? This guy has been a lawyer so long that he's actually proud of the fact that he helps child molesters walk around freely?
John Henry Browne, Slashdot (and hopefully Google) confirms your reputation!
Well, if they made it clear to viewers how their ratings are calculated, they should not be responsible for harm done. In that case they would just be stating facts (e.g., rating = this lawyer wins X% of his cases - this lawyer charges %Y percent over the industry average for their type of cases...) But if they don't tell people where the ratings come from, then I wonder: how is writing a shitty algorithm that says defamatory stuff about people any better than just saying defamatory stuff about people. People are responsible for the computer programs that they knowingly use.
A cat can't teach a dog to bark.
1) Attorney sues website that assigned him a low rating. ...
2) Attorney loses, and his rating goes even lower.
3)
4) Profit!
Ok, 3 and 4 aren't really necessary.
^[:q!
Shooting whom? The members of the profession or the laymen? If you're going to call for someone's head, you should at least be a little more specific about whose head you want served to you on a silver platter.
Those who call lawyers useless aren't being very open minded. Lawyers may be a melamine-free source of protein, but I think my cat would prefer something a bit less bony than the head.
I wonder if the computer program has a way to rate them on flavor?
As an aside, I really doubt that skin colour is going to be expressible as a simple enumeration or integer, so you won't be able to switch on it...
"Little does he know, but there is no 'I' in 'Idiot'!"
I guess one could blame the programmer, not the program itself. And the above statement makes perfect sense in, let's say, a program that tries to calculate the risk of person.getName()'s chance of getting a certain disease.
{
cout
....Computer says nooo .
May the Maths Be with you!
Fixed:
try {
switch (person.getSkinColor()) {
}
catch( CaucasoidFeaturesException ) {
switch (person.getReligion()) {
switch (person.getCountryOfOrigin()) {
}
finally { person.warilyAccept() }
{
printf( "You're a fucking idiot!" );
return( 0 );
} (damn slashcode can't handle C++...)
Hasn't this been done to death with people suing over FICO scores?
You seem to be using a non-standard definition of an algorithm (programs are a superset of algorithms, the primary difference being that algorithms must terminate while programs may or may not). There's no reason an algorithm can't take somebody's skin color as an input and do something based on that input.
Anyway, I think the only way an algorithm (or program) would be considered defamatory is if you didn't precisely specify what the output meant. For example, if your algorithm said white lawyers got a value of 1 and black lawyers had a value of 0. The reality is that your algorithm tells you the skin color of a particular lawyer. If you presented that information as being the quality of the lawyer (1 being good and 0 being bad), you are defaming black lawyers. So I think the website would be fine, as long as they explained exactly how their ranking was calculated and presented it as nothing more than the result of that particular calculation.
one of my favorite recent (last ten years or so) Simpsons scenes:
Online Auto Diagnosis Doctor [using AOL voice]: You've got... Leprosy!
u-bend
Looks like he deserves a low rating to me. Are we sure he's a real lawyer? Or does he just somehow avoid all discussions pertaining to jurisprudence?
Slashdot: Playing Favorites Since 1997
You gotta love the lawyers letter regarding how well he does at getting people off Sexual Misconduct charges. If I ever rape anyone in his neck of the woods I'll know just where to turn.
I dont read
So maybe this John Henry Browne deserves this rating? Perhaps he has a penchant for spectacularly losing cases for his clients thereby destroying the lives of hundreds of families. Or maybe not. According to my rating system, Supreme Court Justice Antonin Scalia would get a rotten rating as well, but that's all this is, an opinion. Even though there are undoubtedly fancy-schmancy algorithms behind avvo.com's ratings, these functions and formulae are no more concrete than a set of rules and opinions developed by very human creators. Don't like what a site is saying about you? Become a better lawyer... or better yet, find out how the scoring mechanism works and play it - this has worked wonders for the likes of Harvard and Princeton (ie US News and World Report). Either way, I find Mr. Browne's threat of a lawsuit in extremely poor taste and conduct - particularly for a practitioner of law. Maybe avvo.com has a point.
If this comment doesn't get modded +5 insightful, I'm going to sue Slashdot.
... chase a Waaaaahmbulance!!!!
if they made it clear to viewers how their ratings are calculated, they should not be responsible for harm done.
Yes, but when you rate lawyers, they will find loopholes in loopholes and mess with you anyhow. Remember that even if they don't win a case, they can make you drive all over, pay attorneys, and hang out in court-houses to counter the charges. I once tried to start up a school bulletin board-like website, but I soon found out that the legal ramifications associated with children can be humongous.
Efficiency and lawyers don't mix. Such a site may work if they can find a way to charge enough to cover the lawyer harassment costs.
Table-ized A.I.
It sounds like the rating algorithm isn't very good, but I don't see how this guy can win a suit for defamation. In US law, only false claims of FACT are actionable. If the web site stated that a lawyer had received a reprimand from the bar association when he had not, that would be defamatory. If it said he had cheated a client or bribed a juror and he had not, that would be defamatory. But saying: "This guy is a jackass" or "This guy is a poor lawyer" is not actionable because these are opinions.
I'm not sure what can be made of the use of a poor algorithm. If they disclose the algorithm and say "Here is what we get when we plug in the data we have", so long as the data is accurate and they apply the algorithm correctly, they aren't making any false claims of fact. Ethically, it seems like there should be a penalty if they persist in using an algorithm that demonstrably does not produce output that is reasonably related to what people generally take to be valid measures of lawyer quality and if they deceive people into thinking that it is valid, but I'm not sure how this can be addressed legally. I think you'd have to argue that there is an objective definition of lawyer quality of which the algorithm gives a false view. I don't know if defamation has ever been proven on such a basis.
to say that John Henry Browne is a horrible laywer and a poor excuse for a human being. I'll be awaiting your lawsuit you cockroach.
I hope the court slaps him good and hard. What a jackass.
-jcr
The only title of honor that a tyrant can grant is "Enemy of the State."
If you think the algorithm is defamatory, pick it apart and show how it isn't accurate.
If the algorithm has a rule that says "if lastname=Browne then rating=rating-100" that's obviously a bogus algorithm.
Knowledge is how to play a game, intelligence is how to win, wisdom is knowing what game to play.
Let me get this right -- these AVVO folks decided it would be a good idea to base their business model on saying things about attorneys that might not be complimentary?
This is quite possibly the first time anyone thought they could make money by being sued constantly. Anyone who thought that the dot-com bubble used up all of the reservoirs of stupidity may now rest assured that fresh reserves have been discovered.
Proud member of the Weirdo-American community.
you can only defame someone by spreading untrue rumors etc about them, but a rating? thats totally subjective and is just an opinion, which we are still allowed to have, right?
If you mod me down, I will become more powerful than you can imagine....
Cannot get much more arcane than the credit rating for machine scoring, and don't get me started on credit reporting inconsistencies.
This guy is a public figure. In order to successfully claim libel, he must prove malice. An algorithm can't have malice against him in particular. This guy is out of his depth. To paraphrase an old saying in the legal profession, a lawyer who represents himself is an idiot.
Read the EFF's Fair Use FAQ
Funny you should mention the trivial case above, I was going to post the same as an example of a clearly "illegal" program, but GP made me think of something else... What if we modify it to be:
:) ).
if(applicant.sex == female && will_halt(random_bytes())
|| applicant.sex == male && !will_halt(random_bytes()) rating = 0.0;
-- making the one having to prove the violation of the equal opportunity law (presumably NOT the company using the test!) also being able to violate the halting theorem!
Should we just admit (as formal logic guys did long time ago) that some things are undecidable? Is there such a notion in our law? (Actually, I think there is, long time ago I ran across an example to illustrate the presumption of innocence: like, two guys with two similar guns went to hunt in the woods, and one accidently shoots someone, it is found only later. Bullet was definitely fired from one of the guns, but it is impossible to find which one had it at the time, thus both are to be acquitted -- I'd guess lawyers thought of these issues way before logicians!
Totally irrelevant, I know...
Paul B.
These "Lawyer sues X" stories are boring. Lawyers sue people. That's all they know how to do. It's like reading a front page story about bakers baking, teachers teaching, or politicians sucking.
Seriously, can an algorithm be biased? YES! Very much so. Imagine if we had an algorithm that rated people on a 100 point scale. If your skin color is white you get 100 points to start with, black people get 0 points. That's biased.
Does that mean the company behind the algorithm is biased? Yeah again. In this case (not necessarily Avvo's case) this algorithm is blatantly biased, trying to rate people on their skin color.
Does this mean it's illegal? Not unless the law has changed. If he wants to litigate then he needs to prove the algorithm is biased (and a few anomalies doesn't mean it's biased, it means it has a flaw) Avvo has to be biased in such a way they are making a profit over the difference. Avvo has to be deliberating trying to damage someone's career for it to even be illegal.
If the algorithm is running correctly and there's no X factor (meaningless stastical values, such as the color of the skin) then there's no crime here. They might not have a perfect algorithm but they arn't claiming it.
If the lawyer in question wanted to fix this correctly, he should bring this to the attention of the site, point out numerous cases of people being graded too harshly and then publicize the data to the public if need be. From the sound of it, there's little to no proof except some lawyers feeling they are being treated unfairly. From the sound of it, that's sour grapes, there's no defamation.
Just because an algorithm is poorly designed it doesn't mean it's crap, errors happen even with great algorithm's first iterations. There's still a burden of proof on the lawyer and I'm not hearing any real proof yet.
So, if this attorney wins his lawsuit - does that mean I can sue FICO for my a credit rating?
And people use them too, frequently without having any idea of whether the algorithm is processing given input the way they're thinking it is... or having any idea what the inputs are. Labor saving devices are great, but it's nice to have an idea of just what laborious action one is saved from performing, otherwise a monkey can do your job. Hear me, HR rep?
Luke, help me take this mask off
I suspect this lawyer is upset purely because the website is empowering consumers with the means to know whether or not their lawyer is competent and their fees are justified.
So the website is a useful service.
But there are legitimate, serious concerns about how the rankings are calculated. Law is a self-governing profession, and it's not clear that Avvo is using criteria that assess lawyers in terms that would lead to customers making the best decisions. Most external criteria, like fees or convictions, are not necessarily related to job performance.
mmh i dont think so. Regardless of the outcome of the haltin theorem you have: A = appplicant.sex B = will_halt(random_bytes()) then your logical statement is AB + A!B --> rating =0 A(B + !B) --> rating =0 and since (B + !B)== 1 (always, regarding of the validity of the statement B) A --> rating =0 which is the original post.
"The quality of life is inversely proportional to the number of keys on your keyring."
"This lawyer has been sanctioned by a state disciplinary authority." That says all that needs to be said: the rating was based on demonstable fact!
$ gcc file.cc
/tmp/ccmk8oR4.o:(.eh_frame+0x12): undefined reference to `__gxx_personality_v0' collect2: ld returned 1 exit status
Note that there are two calls to random_bytes(), thus, depending of the actual implementation of will_halt(), it if actually gets into the infinite loop when it can not decide (and test would have to be aborted) the code above gives some (50% or 25%?) preference to females over males (assuming that the halting theorem is true, of course, and there is 50% chance of running into a non-halting program, which is most likely untrue!). In other words, there are two uncorrelated B and B' and one has to make other assumptions!
Paul B.
"programs are a superset of algorithms, the primary difference being that algorithms must terminate while programs may or may not"
Program = Algorithm + Data. - Knuth.
"if you didn't precisely specify what the output meant"
If you expand that to include input, you will have described what is otherwise known as - GIGO.
BTW: A subjective judgement as to wether the "garbage" output by a particular program is/isn't defamatory is outside the realm of computer science.
And did you exchange a walk on part in the war for a lead role in a cage? - Pink Floyd.
I recall a story about a medical expert system, related to me by the famous AI researcher Donald Michie (from the UK), that was designed to determine whether a patient with particular heart problems needed heart surgery or not. The expert system was proved to do a better job at predicting when heart surgery would increase the quality of the outcome (life) for the patient than specialists doctors (cardiologists?).
IIRC, the hospital chose not to use the system for fear of litigation when the expert systems diagnosis was wrong (which it no doubt would be in a lot of cases, just like the human's would be). Personally, I would - if I was the litigious type - probably sue if the hospital didn't use the method proven to be the most effective (in this case the expert system).
Of course, one could suggest a hybrid system where the specialist considers the output of the expert system, but I am not so sure this really solves the problem.
Cheers,
Ashley.
--
Ashley Aitken
Perth, Western Australia
mrhatken at mac dot com
How about instead you abbreviate it to the supreme court is ruling in a way that is forbidden, many times over, by the constitution, without supporting amendment, and so they are operating illegally and contrary to their charter, instead? Because if you make that change, you'll enjoy the luxury of actually being accurate. If that's of interest to you.
I've fallen off your lawn, and I can't get up.
No matter what your profession, half of your colleagues are below average. That could include you. But in most professions, you don't have to be the best, or even close to the best, to be better than an unknown quantity. This is why those dim bulbs still surround you.
You know how dumb the average guy is? Well, by definition, half of them are even dumber than that! -- J.R. "Bob" Dobbs
Mal-2
How is the Riemann zeta function like Trump rallies? Both have an endless number of trivial zeros.
This sort of thing probably falls under "fair comment" and is not considered defamatory. After all, if you perform a service then you are inviting comments/ratings based on that service -- positive or otherwise.
We've had to face a similar problem as Avvo with SiteTruth, which rates web sites. The answer seems to have two parts - integrity and transparency. This means looking at information that comes from reliable sources other than the thing being rated, and showing the information from which the ranking is derived.
Avvo is trying to do this. Avvo's information comes partly from external sources, like legal directories and records of disciplinary actions. That's less game-able than traditional web search. And Avvo shows that information, so they have transparency.
Google is slowly coming around to this point of view. Originally, Google rankings were opaque, but now they've put in various "Webmaster Console" features to show some of the information that drives their algorithm.
Google faces the problem that some of their metrics for detecting junk web sites are heuristic, and rely on "security through obscurity". They don't want to say exactly how obscure text can be before it's considered "hidden text", or exactly what they consider a "link farm", or they'll be spammed right up to the allowed limit. So they can't have full transparency. They're inherently limited by the approach of primarily looking at the web site itself, which the site operator can change freely, to rate the site.
Google does look at some external non-Web information, but mostly things like how long a domain has been registered.
Avvo has user ratings of lawyers, which probably aren't that useful. User ratings are most valuable when the universe of raters is much larger than the number of things being rated. So it's good for major movies, where there are tens of new movies and millions of fans, marginal for hotels, and weak for businesses few people have heard of. There aren't enough clients per lawyer to get a statistically valid result, and it's too easy to game when the number of raters is small.
actually they could just make the program run N times with N being sufficiently large, such as 5000 times, and show that statistically the program created a bias against women.
Snowden and Manning are heroes.
We are talking about the Law here, not statistics!
:) ) -- it should (in theory) have no weight on whether this or that *actual* violation took place...
:)
If it is statistically proven that white guys rape black girls significantly more often, or asian girls murder russian ones significantly more often (tried to put as many random inversions as I could, and, I'd guess, still failed to satisfy the PC crowd
But good try, next one, please!
Paul B.
good point, so reevaluating:
B is random, so 50% true
B' is random, so 50% true
A(B + B') is then true 75% of times
B | B' |output
----------------
0 | 0 | 0
1 | 0 | 1
0 | 1 | 1
1 | 1 | 1
so its not as i said initially, but still pretty high.
"The quality of life is inversely proportional to the number of keys on your keyring."
B is random, so 50% true
:)
Nope, it is 50% true, and the other 50% *undecided*, as in, if first call to will_halt() actually had to work indefinitely to decide one has to introduce other means, like terminating the thread (which might automatically assign 1 to admission probability, or something!
Paul B.
Parent's sig: When members of a profession start referring to non-members as "laymen," it's time to start shooting them.
mbstone's corollary: When members of a profession start referring to non-members as "marks," a member who shoots a non-member is from then on known as a "marksman."
if (person.religion() == IslamicFundamentalist) {
try {
person.reasonWith();
} catch (Bomb) {
abort();
}
}
Posting anonymously for obvious reasons...
The article and the rating site's policy defense announcement don't say whether the rating formula is published. If it were, that should be proof against any attack except that their formula is unfair/inaccurate/mispopulated or not applied correctly. If those attacks were also published, then consumers could judge for themselves whether they trust the ratings. And lawyers could request specific changes when arguing they're unfair.
If the formula is secret, then lawyers are arguing with an unknown target. They hate that, and will use all kinds of lawyer tricks and tools that have nothing to do with fairness. But consumers have no reason to trust the ratings, except maybe some anecdotal evidence.
Open source is essential to people communicating with each other. The computer and software are just the medium. If the medium is opaque, people will have to get drastic just to be seen through it.
--
make install -not war
Thank you Mr Attorney. I never knew Avvo existed. Now I do. It's free publicity like this that helps struggling startups. Mo money, mo money, mo money, ...
Mike www.sharecube.com
A company suing Consumer Reports over user feedback on a product?
A political candidate suing a survey company over his election ranking?
Bush suing CBS News over his presidential approval rating?
John Henry Browne is a highly visible and controversial defense attorney in the Seattle area. He specializes in high-profile cases. The Pang case involved Martin Pang who torched his mother's food warehouse where several firemen were killed. He fled to South America where he was caught and extradited back to the US. He was an attorney for Ted Bundy, who told him, "I want to be a good person. I'm just not." Browne reported that conversation in the newspaper after Bundy was executed. He is constantly in the newspaper. If it's something big and spectacular, you can expect to see Browne's name associated with it. I have been told that the Mafia recommends him highly. In my opinion, Browne does not shy away from any publicity and that this is an example of creating some.
How about a moderation of -1 pedantic.
"Little does he know, but there is no 'I' in 'Idiot'!"
Please stop stalking me, bro.
Now, if I tried this today - let's say, since CmdrTaco is the butt of every slashdot joke that it indicates him based on the shape of his capital "Q" - then fine. I'd be a moron if I believed it, but no harm done.
Now, let's say I start a business, and start preaching my "findings" to others. Suddenly, I'm calling other people rapists in public, with no apparent evidence. Yes, I realize that I've chosen a relatively incindiary example, but the fact of the matter is that sites like this cost businesses money and people reputations. If I called someone a rapist in public based on their handwriting, they would be well within their rights to demand an explanation, and if there was no actual science behind it, they'd be well within their rights to sue for (depending on how I went about it) either slander or libel.
Is this different? Yes, the company believes in its mystic algorithm, but who cares? People believed in handwriting and phrenology as criminological tools once, too. This company really doesn't have the ethical right to go around ranking people based on some random mumbo jumbo they cooked up in their basement one evening.
It turns out that just like you have to have a license to give medical or legal advice, you also have to have a license to discuss the competence of doctors or lawyers. In this culture, you may not speak badly in public of a professional's practice if you don't have documentation of knowing what the hell you're talking about. You can say he doesn't show up for appointments or she doesn't remember anyone's name, or he's rude or she always seems distracted, or whatever - but you can't say they're a bad doctor unless you're a doctor too.
Why should this website be any different? They're not lawyers, and it wouldn't be legal if they were
In our legal system, Avvo is officially claiming to have expertise they don't. I know they don't have it because they don't have enough staff to cover all the ground they ranked. I'm all for algorithmic development, but the story changes when you start publishing about other people. At that point, it's not just computer science anymore; at that point it's business, and business has rules that the internet would think unfair.
Frankly, I hope Avvo gets sued so far into the ground that they come out the other side.
StoneCypher is Full of BS
"Avvo" is a riff on the "AV" rating that Martindale-Hubbell, law directory publishers, issues to what it regards as top-grade lawyers (usually big-firm corporate lawyers).
A few months ago, Google adsense seems to sometimes fail to figure out what the subject matter of a page is, and would 'default' to a combination of Gay ad's and Christan ads, (which brought me many hours of laughter). But this would happen on peoples profile pages, and we got a good amount of complaints sent in to us, people upset because 'gay' ads where showing up in their profile pages, and insisting we remove them.
So would it have been possible for someone to sue us because they where offended because googles adsense served up gay related ads? (we even contacted google on the matter, it took several months, but I noticed it stopped now, and seems to default to wedding and maternity related stuff now)
An algorithm can be as bogus as you want it to. You can even code it to explicitly discriminate against someone, but even an impartially bogus algorithm is still bogus. E.g., try the following: It says "Firethorn" scores only 1 on a 1 to 5 stars scale, so he must be a not too bright guy. Scrapping the bottom of the barrel, folks. Better stay away from whatever services he offers, or from taking him seriously on Slashdot. On the other hand "Moraelin" scores 4 out of 5, which isn't all that bad. (Don't take it personally, BTW, it's just an example of what a bogus algorithm can do.)
Now you may say, "wtf, who in their right mind hires an employee or a lawyer based on numerology?", but:
A) you'd be wrong. Some companies use just that to thin the pool of candidates, and
B) Much more importantly, the damage is done if I don't tell anyone what's really the algorithm there. I could put it up on some resume search site as the grade I'm assigning to each candidate. In effect, I'd be telling people "don't take this guy", but not giving them enough info as to what the criteria are, and if they even aggree with those criteria. They could imagine that it's some clever algorithm that searched the CV and the previous employers' opinions, when it's just a bogus piece of random crap.
Which, if I understand right, is basically what these guys are doing. They're giving grades to some people, but noone knows what the criteria are, what is the data, and what corrections to ask for if you don't aggree with that grade. But, hey, it's done by a computer, so it must be right. Or at least it must absolve them of all responsibility.
And I just don't see it that way. If you're choosing to grade people for your own use it's ok, you're only depriving yourself of a valuable employee or contractor. But the moment you post it online and attack their reputation with it, you damn better have all the facts available, be damn sure of your algorithm, and offer plenty of possibilities for them to challenge the inaccuracies in that data. If not, it's just high-tech libel, nothing more.
Since you compare it to those: Independent reviews tend to go on at length as to what problems they found to base that grade on. And in fact that's the actual information in that review, not the score. You can't base a purchase 100% on the score, unless you have absolutely no personality of your own, or you already know that your taste and preferences 100% match those of the reviewer. The way a sane person peruses them is to look at the pros and cons in a reviews, and draw their own conclusion, based on their own list of priorities.
E.g., even if a reviewer gave an LCD TV a lower score because, say, the screen is not glossy and shiny, I can think the exact opposite "well, actually I've had enough of mirror LCDs that reflect everything behind me. I'll get that one."
But if some reviewer chose to write nothing except the score, then, yes, they'd open themselves to exactly this kind of lawsuit.
A polar bear is a cartesian bear after a coordinate transform.
Erk, that should be:
System.out.println(grade(args[0]));
A polar bear is a cartesian bear after a coordinate transform.