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Re:‘Contextualization Engines’ can fight misinformation with... by wmf on Monday April 26, 2021 @02:34PM (#26946193)
Yeah, people won't react well when the fact checker tells them that everything they read is fake news.
Re:‘Contextualization Engines’ can fight misinformation with... by endymi0n on Monday April 26, 2021 @04:01PM (#26947306)
“If conspiracy theorists become convinced that their facts are fake, they will not abandon conspiracy theories. They will reject the authority of the fact checkers.”

– Loosely paraphrased after David Frum

https://www.reddit.com/r/LeopardsAteMyFace/comments/mmy39q/o...

Re:‘Contextualization Engines’ can fight misinformation with... by JI00912 on Monday April 26, 2021 @04:42PM (#26947835)
It would be great if we could all just turn to an objective entity with all the facts. But there's no such person. Certainly not the average journalist. There's just no such thing as a fact checker.
Re:‘Contextualization Engines’ can fight misinformation with... by sofixa on Monday April 26, 2021 @05:36PM (#26948500)
Everyone has their biases, but most are able to look over them in the face of facts. And the good thing about facts is that they're objective and indisputable.

Moon landing ? Fact. Trump being US president? Fact. France winning the 2018 World Cup? Fact.

So no, fact checkers do exist and are very important.

Re:‘Contextualization Engines’ can fight misinformation with... by generalizations on Monday April 26, 2021 @05:48PM (#26948654)
As long as the fact checkers stick with facts that are as obvious as the ones in your examples, then sure: they're objective and indisputable.

However, people do dispute facts, and anything someone disputes is no longer in the purview of the fact checker, by your definition.

Re:‘Contextualization Engines’ can fight misinformation with... by JI00912 on Sunday May 09, 2021 @11:14AM (#27096628)
Facts exist. Fact checkers don't. It would be great if they did. We could just do away with science and ask a fact checker. But they don't exist.
Re:‘Contextualization Engines’ can fight misinformation with... by rayiner on Monday April 26, 2021 @08:06PM (#26949965)
Why is “fact-checking” always defended based on clear-cut examples when in reality fact checkers routinely wander into much more debatable territory?
Re:‘Contextualization Engines’ can fight misinformation with... by epgui on Tuesday April 27, 2021 @12:39AM (#26952068)
This is not a guarantee, and is just a rule of thumb, but if a professional fact-check from a non-super-sketchy source conflicts with your prior beliefs, it's a sign you might want to pause and re-examine why you hold these prior beliefs.

It feels very wrong to reconsider what we believe is true, but that's just how it feels when we're wrong.

Re:‘Contextualization Engines’ can fight misinformation with... by croon on Tuesday April 27, 2021 @04:35AM (#26953477)
Why is fact-checking never attacked with oceans of examples of bad fact-checks?

Fact-checkers as they exist right now are, with extremely few exceptions, exemplary. I would love to be proven wrong, but never have been.

Edit: I can accept an argument (at least in theory) of fact-checkers being selective on what to fact check, but that would still not be an argument against fact-checking, but rather a call for more of it.

Re:‘Contextualization Engines’ can fight misinformation with... by teachingassist on Tuesday April 27, 2021 @04:34PM (#26961156)
"Who fact-checks the fact-checkers?"

Nobody - because fact-checking [of the type under discussion] is essentially an infotainment service, and people providing those services don't wish to draw attention to their competitors.

Re:‘Contextualization Engines’ can fight misinformation with... by croon on Wednesday April 28, 2021 @03:14AM (#26966636)
The ones I'm referring to always provide both their rationale and their sources for their verdict. It's trivial to verify in most cases.

> Nobody - because fact-checking [of the type under discussion] is essentially an infotainment service, and people providing those services don't wish to draw attention to their competitors.

You are basically suggesting that no one has an interest in disproving something on the internet, which is probably the second thing people engaged with after porn.

Re:‘Contextualization Engines’ can fight misinformation with... by teachingassist on Wednesday April 28, 2021 @08:48AM (#26968708)
> You are basically suggesting that no one has an interest in disproving something on the internet

No. I'm saying it's an internet standard commercial practice to not provide links sending people to your competitors, no matter what space you are in.

Re:‘Contextualization Engines’ can fight misinformation with... by croon on Wednesday April 28, 2021 @10:07AM (#26969517)
https://www.google.com/search?q=site%3Afoxnews.com+cnn

https://www.google.com/search?q=site%3Acnn.com+foxnews

I refute your supposition with extremely clear evidence that competitors have no problem mentioning each other, especially when it's in an attempt to refute something they said.

So that solves the commercial aspect. The fact (no pun intended) still stands that fact-checking services are even easier to falsify since their claims are generally binary.

The fact that we're having this discussion should prove that there's an abundance of interest in doing just that on the internet since we both likely have better things to do.

Re:‘Contextualization Engines’ can fight misinformation with... by teachingassist on Wednesday April 28, 2021 @02:56PM (#26972795)
You disproved my point with occasional articles showing CNN trashing Fox News (and vice versa; one still doesn't appear to link to the other, which is what I actually said): is that an example of them fact-checking each other, or is it high school-level drama?

Neither of us are making any money; and, by now, nobody else is reading it.

Re:‘Contextualization Engines’ can fight misinformation with... by croon on Thursday April 29, 2021 @04:41AM (#26978746)
> You disproved my point with occasional articles showing CNN trashing Fox News (and vice versa; one still doesn't appear to link to the other, which is what I actually said): is that an example of them fact-checking each other, or is it high school-level drama?

No, it's examples disproving your claim that they wouldn't want to drive traffic to their competitors by discussing them.

Sidenote: I wouldn't call 150k hits on each website "occasional".

Sidenote 2: Why is linking a relevant factor? They're discussing their competitor. Fact-checking can be done in the same way without direct linking. If linking is relevant, then your qualifier fails regardless.

Since by above proof sites have no problem doing that under "trashing" conditions, there should be tons of fact-checking of fact-checkers, if they failed at their jobs, which was my original question. Why are there not mountains of these examples?

Or just disprove someone else's fact check without mentioning them, or contextualize it if it's unfair, etc.

I haven't even seen conflicting fact checks, is my point. This is approaching impossibility if fact-checkers are lying/biased.

My conclusion as a frequent (critical) reader of them is of course that it's very rare they get it wrong.

> Neither of us are making any money; and, by now, nobody else is reading it.

I'm not doing this for external readers. Like I said, I'd love to be proven wrong, that's how one learns. I'll argue something logically until someone disproves it, shows a faulty assumption, etc - or my thesis still stands. The only way to strengthen your argument is to try to break it, which is what I'm doing. I assume anyone else especially on this site is doing the same thing until indicated otherwise.

Re:‘Contextualization Engines’ can fight misinformation with... by epgui on Wednesday April 28, 2021 @01:27AM (#26965925)
This does not really match my perception of reality... Genuine ask: do you have a specific example of a respected fact-checking organization that you think does a poor job, or perhaps an academic paper which supports this position?
Re:‘Contextualization Engines’ can fight misinformation with... by teachingassist on Wednesday April 28, 2021 @09:00AM (#26968811)
I've never looked at academic papers before, but they mostly seem concerned with automated fact-checking, under an assumption that this is desirable.

Papers looking at whether or not this is desirable tend not to come to that conclusion, e.g. https://www.tandfonline.com/doi/abs/10.1080/08913811.2013.84... https://www.tandfonline.com/doi/abs/10.1080/10584609.2019.16... (2020 meta-analysis) https://www.tandfonline.com/doi/abs/10.1080/15205436.2020.17...

I personally hold a belief that a fact-checking publisher has the same biases and profit-motives as any news publisher (or, as motive, political influence of the wealthy).

I don't find it useful to distinguish fact-checking as special and call for specific research on this, as if existing academic research can always be invalidated by a simple re-branding.

Re:‘Contextualization Engines’ can fight misinformation with... by epgui on Thursday April 29, 2021 @12:21AM (#26977443)
My personal view on automated fact-checking is actually quite different than on what I consider to be real fact-checking (ie.: the product of professional human labour), for much the same reason that I wouldn't buy a newspaper written by a bot, but that I see a lot of value in articles written by humans.

I don't know how well this will age, but for now, I think any company claiming to be able to automate fact-checking should be met with a high degree of skepticism.

Just for context, what I imagine in my head when I think of a "fact check" is something like this, basically a specialized or somewhat standardized / formulaic form of journalism:

- https://www.snopes.com/fact-check/england-banned-fox-news/

- https://www.politifact.com/factchecks/2021/feb/18/joe-biden/...

- https://www.politifact.com/factchecks/2021/jan/05/donald-tru...

I deliberately picked a couple of less obvious fact-checks than "is the earth round", because I wanted to highlight how even in politics, on questions where there is high potential for bias, there are cut and dry things which can be fact-checked, or at the very least 'contextualized'.

I'm sure none of this is perfect, but I am not super optimistic that automated content would be of this level of quality.

Re:‘Contextualization Engines’ can fight misinformation with... by argvargc on Monday April 26, 2021 @06:18PM (#26948995)
All of those examples could be invalidated with new information.

As inconvenient as it may be, truth is transitory and progress toward it is frequently made through invalidation. It's more prudent and useful to assume facts don't exist.

As for "fact-checkers", who fact-checks them? (Etc...) The notion of visiting a webpage authored by God-knows-who to check whether what's on another webpage authored by God-knows-who is correct or not is absurd.

And we haven't even gotten into subjectivity or nuance.