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Clarke's Law, and who's to blame for bad science reporting (columbia.edu)
36 points by luu on Jan 4, 2024 | hide | past | favorite | 43 comments



I'll be sad if this is the beginning of corrupting Clarke's Law in the popular imagination from "Any sufficiently advanced technology is indistinguishable from magic" to "Any sufficiently crappy research is indistinguishable from fraud".


I will be appreciative, since this so-called "law" has never had a lick of meaning beyond the realm of marketing mumbo jumbo. Even in the most desperate faith reading, the use of "sufficient" as a subjective measure of one's awe makes it a nonsensical utterance in any other capacity.


I couldn't disagree more. Imagine shipping an iPhone back to the 18th century. It wouldn't seem like an advance in technology over the kinds of devices that existed then. It would seem like magic. To me, this is just utterly obvious. And there's no reason to assume that future technology, possibly involving a deep understanding of the nature of awareness itself, if seen by today's people, wouldn't seem just as much like magic.

Not going to argue further about it, though.


That's because they lacked the necessary scientific understanding. Clarke's law assumes that will always be the case. But with our current level, we've imagined all sorts of fantastic technologies. We've had a century full of science fiction and speculative technological ideas.

A Dyson Sphere wouldn't be magical to us, it would just been a super impressive feat of engineering. Learning about warp drives and teleporters would inform us that our understanding of physics is incomplete. But it wouldn't be magical, strictly speaking. We'd have some idea of how aliens had achieved both, and what sort of updates to physics would be needed. There's talk of looking for Type 3 Kardashev galactic civilizations, so we have an idea of what that thermodynamically would look like.

Only something like The Q on Star Trek would be sufficiently advanced, and there is no scientific explanation for Q. They're a god-like race that don't have to concern themselves with physical limits, because they're fictional. However sufficiently advanced any actual civilization is, they're still dealing with thermodynamics, Planck Scale limits and what not. We can already calculate maximum compute (by using a black hole). There's no reason to believe god-like aliens would be omniscient/omnipotent like Q.


"Only something like The Q on Star Trek would be sufficiently advanced, and there is no scientific explanation for Q."

Your point of view makes the same assumption that would have been made by almost anyone in the 18th century. Anything they would have imagined would have been based on things that existed or had some theoretical basis then, and they would have said that anything else was impossible. Just as you are doing now. Or even in the 19th century: "In 1889, Charles H. Duell was the Commissioner of US patent office. He is widely quoted as having stated that the patent office would soon need to shrink in size, and eventually close, because, according to his perspective: — Everything that can be invented has been invented." [1]

When I referred in my original comment to technology that may involve a deep understanding of awareness itself, phenomenon like Q may begin to come into scope. But again, we almost certainly can't even begin to imagine the things that will emerge because, today, we simply don't have any basis to make the necessary extrapolations.

[1] https://www.reorbit.space/news/everything-that-can-be-invent....


I've been in technology for decades, and to me the iPhone still seems magic, like alien technology


>Imagine shipping an iPhone back to the 18th century. It wouldn't seem like an advance in technology over the kinds of devices that existed then. It would seem like magic.

Clarke's quote isn't "seems like magic" though. It's "indistinguishable from magic." When the Iphone runs out of batteries it's not going to seem so magical, is it?


If you'll allow me to converse with my tongue half-way in my cheek, I'd argue that Clarke's law is false: technology is distinguishable from magic, because magic knows right from wrong, but technology doesn't :)


That's an interesting claim about magic, and I'm not sure how you got there.

When I think about "magic" and "right from wrong", my first thought is this comic, because the exact opposite is a common trope. http://gunshowcomic.com/comics/20081015.gif


On the contrary, the oblivious "chaotic neutral" wizard is a modern invention that subverts the classic conception of what a wizard is, and that's why it's funny. Historically and in most modern media, wizards are strongly associated with either good or evil. Just look at the Arthurian legend, and at Star Wars. Back then, there were Merlin and Morgana, and now, there are Darth Vader and Obi-Wan. There is a "light side" and "dark side" of the magic system in Star Wars; the magic itself is divided into parts which are almost moral agents themselves.

It is technology, not magic, which doesn't care about good and evil. The gun and the hammer can be used for good and evil equally, but "force lightning" was always used by the bad guys.


>Historically and in most modern media, wizards are strongly associated with either good or evil. Just look at the Arthurian legend, and at Star Wars Back then, there were Merlin and Morgana, and now, there are Darth Vader and Obi-Wan.

I don't think this is accurate. Merlin does good and bad things (I believe some bad being when he served Arthur's father), and Morgan does good and bad things. The Wikipedia article on Morgan le Fey even says "A significant aspect in many of Morgan's medieval and later iterations is the unpredictable duality of her nature, with potential for both good and evil."

Edited to add, also see this bit from the Wikipedia article on Lady of the Lake:

"In Le Morte d'Arthur, on the other hand, Nimue is still the one to trap Merlin, but Malory gives her a sympathetic reason: Merlin falls in love with her and will not leave her alone; Malory gives no indication that Nimue loves him back. Eventually, since she cannot free herself of him otherwise, she decides to trap him under rock and makes sure he cannot escape. She is tired of his sexual advances, and afraid of his power as "a devil's son", so she does not have much of a choice but to ultimately get rid of him."

Also Obi-wan and Vader may have supernatural powers but they act more like knights than wizards. Comparing them to Merlin and Morgan seems a bit of a stretch to me.


Key words being "medieval and later," because it didn't start that way. The wiki on Morgan le Fey begins

> Early appearances of Morgan in Arthurian literature do not elaborate her character beyond her role as a goddess, a fay, a witch, or a sorceress, generally benevolent and connected to Arthur as his magical saviour and protector.

So, migration to amorality was a later development.

> Also Obi-wan and Vader may have supernatural powers but they act more like knights than wizards.

Alright, if you want to say that because of their lightsaber combat. There's also Yoda and the Emperor, neither of whom use "swords" in the original series, they're totally dependent on their magic.


You wrote "Historically and in most modern media, wizards are strongly associated with either good or evil."

This claim isn't true insofar as historically Merlin and Morgan do both good and evil things. Now you seem to be moving the goal posts and claiming medieval isn't historical.

You can also look at Medea, who is helper/ healer to Jason and also a ruthless killer at many points in her life.

>>Alright, if you want to say that because of their lightsaber combat. There's also Yoda and the Emperor, neither of whom use "swords" in the original series, they're totally dependent on their magic.

Well, for one thing, they aren't using magic, they are using "the force." Now you can say it's just magic with a different name, but that's sort of like saying a exorcist or saint in the Christian tradition is doing magic. There's a fun bit in Good Omens about that:

--

“Occult forces?”

“You and me,” explained Crowley.

“I’m not occult,” said Aziraphale. “Angels aren’t occult. We’re ethereal.”

--

At any rate to me The Emperor seems more like a demon/ devil figure, and Yoga more like a saint, Buddha, or monk, than a wizard. Though I realize the distinction is in the eye of the beholder.


To me it feels off to use the phrase "magic knows right from wrong" for that kind of good versus evil situation. Is all the evil magic being wrong on purpose? And if we go back to Clarke's law, what if a bunch of technologies simply count as evil and we're the ones that are bad at distinguishing?


Sufficient for what? That is the question, and the answer is entirely open-ended, presumedly on purpose. It's nonsense on the level of grammar alone.


Just because something is not completely specified does not mean it is nonsense.

A sufficient number of grains of rice will satiate any given animal, regardless of its size.


Seems like magic? The components of an iPhone are mundane. What kind of magic can be broken with a hammer?

They might not understand how it works, but the idea that it would be indistinguishable from magic upon close inspection to any but the close-minded and superstitious? Bah.


This is pretty weak and unscientific evidence. The author, directly or indirectly, lumps politicians like Bill Clinton and for-profit business like Scripps into the “science” boat, which in my opinion, is bad reporting. Those are not evidence of the academic field gone awry. A small list of gaffs by institutions doesn’t say anything about the magnitude, and completely ignores how much is going right with science.

There’s no question that some academic institutions and people get it wrong and/or succumb to dramatic and wrong science, that has always been true. The pressures in science might even be getting worse over time because it’s more crowded and most low-hanging fruit has been picked, so publishing is getting more difficult. (BTW if you haven’t seen BobbyBroccoli’s “The Rise of Jan Hendrik Schön” on YouTube, it’s fantastic and worth watching!)

Even that isn’t evidence of academics getting it wrong in this case, and it doesn’t compare in magnitude to how bad science reporting in the media is. Reporters don’t generally understand the science they report, they are under space and time constraints, and they have every incentive to drop subtlety and magnify drama. There’s not even a question about why science reporting is bad: because almost all reporting is bad for the same reason.

Academic Science isn’t crap Bill Clinton or Scripps says, it’s a process that assumes nothing is true and seeks truth by testing. There has been nothing better in human history, and nothing that has brought the world further faster, than science. Yes people sometimes corrupt it, because that’s what people do to everything, but the only choice we have is to keep on top of corrupting influences and keep doing science.


> This is pretty weak and unscientific evidence. The author, directly or indirectly, lumps politicians like Bill Clinton and for-profit business like Scripps into the “science” boat, which in my opinion, is bad reporting. Those are not evidence of the academic field gone awry. A small list of gaffs by institutions doesn’t say anything about the magnitude, and completely ignores how much is going right with science.

Hold on, you are omitting Craig Venter in that statement, also importantly it was a science initiative. And to quote wikipedia: "Scripps Research, previously known as The Scripps Research Institute (TSRI),[1] is a nonprofit American medical research facility" On top of that the section you referring to is a quotation from another article.

> There’s no question that some academic institutions and people get it wrong and/or succumb to dramatic and wrong science, that has always been true. The pressures in science might even be getting worse over time because it’s more crowded and most low-hanging fruit has been picked, so publishing is getting more difficult. (BTW if you haven’t seen BobbyBroccoli’s “The Rise of Jan Hendrik Schön” on YouTube, it’s fantastic and worth watching!)

That's the issue though. As someone on the inside of academia, the pressures to do "publicity" have gone up significantly.

> Even that isn’t evidence of academics getting it wrong in this case, and it doesn’t compare in magnitude to how bad science reporting in the media is. Reporters don’t generally understand the science they report, they are under space and time constraints, and they have every incentive to drop subtlety and magnify drama. There’s not even a question about why science reporting is bad: because almost all reporting is bad for the same reason.

You're absolving academics of responsibility to easily. Just reading the claims in journal articles (and particularly high impact ones like Nature), makes me want to roll my eyes. The impact is typically strongly exaggerated. I understand the reasons, i.e. the journals want to see this high impact, otherwise they don't publish you. Considering that a Nature article can be career defining, it's understandable why academics play the game.

> Academic Science isn’t crap Bill Clinton or Scripps says, it’s a process that assumes nothing is true and seeks truth by testing. There has been nothing better in human history, and nothing that has brought the world further faster, than science. Yes people sometimes corrupt it, because that’s what people do to everything, but the only choice we have is to keep on top of corrupting influences and keep doing science.

I don't think the article claims that science is crap. The argument as I read it is that academics can just only blame others for the bad reporting if they often make the bold claims themselves, approve university press releases which grossly exaggerate impact and are the ones reviewing grants and giving bad marks if there aren't the exaggerated impact statements.


All fair points. I don’t mean to absolve academic science at all, there is a credibility problem, completely independent of reporting. I’m mostly saying that when it comes to reporting and blame for bad reporting, this is an issue of degree, and science reporting mucks things up far, far more often than scientists do, enough so that looking for blame outside of reporting seems pointless. Bad reporting and bad science are two separate problems, and the article we are commenting on says it’s about about bad reporting.

I’m not very familiar with exaggerated claims in Nature, can you provide some examples? My experience with science reporting is almost always one of looking up the primary source and finding far more nuanced claims than were reported.


I think this is a weak comment that misuses the term science.

> The author, directly or indirectly, lumps politicians like Bill Clinton and for-profit business like Scripps into the “science” boat, which in my opinion, is bad reporting.

The author is referring to the use of "science-style" as a rhetorical device: something that is possible due to the trust earned by boring science.

The above comment falls for using science-style as rhetoric too:

0) It begins by saying "weak and unscientific", yet the comment itself is not scientific in any sense that should allow it to make a claim such as "unscientific". It is worth asking: what does it mean for something to be unscientific?

1) The post's description of science ("assume nothing is true, and seeks truth by testing") is extremely simplistic even by high school standards.

A slightly less simplistic outline of the process would be: i. (hypothesizing) the forging of observations and experience into a hypothesis (i.e. a story which can be tested), ii. (testing) using the hypothesis to predict likely outcomes, and then comparing those predictions with observations, iii. (full-circle) going back to step i.

In particular: there is a fractal like nature to the above, in that one can choose to examine scientifically any part of the process above. For example, doing so with step i. might lead one to forming Bayesian ideas.

Takeaway 1: the process of science itself is not necessarily scientific. Whether something is "scientific" is not necessarily a black and white "yes or no".

Takeaway 2: an important first step in science is to forge experiences and assumptions into a testable story. This has nothing to do with "assume nothing is true". On the contrary, it has the purpose of becoming aware of assumptions (a never ending process) by providing a bundle of assumptions (the story), which can be carefully teased apart (the testing).

Science therefore, is about examining our assumptions. That we learn to become wary of assumptions that we are aware of, by engaging in the process of science, is neither here nor there, as far as the scientific process is concerned.

Takeaway 3: the question "how scientific?" is non-scientific. Put differently, if we were to ask "can a process be more scientific?" the answer is always "yes".

2) Therefore: that the original post provides one or two examples does not imply anything about the pervasiveness of the issue (or lack thereof), as is implied by the phrase "a small list of gaffs".

That the original author attempts to use their observations and experience to form a story is non-scientific, not unscientific. Whether or not the original author's story could be turned into a scientific question is irrelevant to the story they are telling, as the answer to that for every story is "yes".

3) There is a cost to doing science. It takes time, and effort. People cannot be expected to engage in science 100% of the time (nor would we want them to, if they could).

Therefore, the non-scientific is not unscientific, and it is a blatant misuse of science to say that the non-scientific is unscientific, because:

4) Arguably, to say that someone's description/experience is "unscientific" is actually unscientific, because it declines observation-data, without ruling it out scientifically.

In this particular case, consider Scripps:

i. its use of "Institute" (in the past) and (today) "Research" in its name ii. its use of ".edu" in its URL iii. it is non-profit (not for-profit as the above post claims) iv. it does also engage in useful science (it has 2000+ scientists, and 150+ laboratories) v. it produces bullshit too, like many other scientific institutions (e.g. MIT)

These points begin to form a story in one's head: perhaps a story about how some can choose to clothe themselves in science-style, or perhaps a story about how being a scientist does not free one from being human.

I don't think it is unscientific to claim that Scripps is only one of many institutes ("institutes"?) which has the above characteristics. Nor is it unscientific to say that in modern America, businesses do have outsized influence on institutions which should have been non-business oriented, as is evidenced by the fact that "non-profit" means very little as far as "scientific" or "unbiased" is concerned.

On the other hand, none of the above is scientific either. Does that matter? No. If we cared to, we could be more scientific about it all.

That we might not care to has more to do with a variety of other factors (e.g. time, energy, motivation, sickness, etc.) that have nothing to do with un-science. E.g. of a scientific fact: I am not going to be scientific when I need to react quickly.

5) Stop silencing scientists who are pointing out the hijacking of science by business and politics. They're engaging in the scientific process by allowing us to form a hypothesis which we might eventually test. More importantly, they're engaging in being human, by sharing with us a story that we might otherwise be utterly unaware of.


you should just assume that any reporting you see on almost any topic is at a minimum biased, if not a complete fabrication by either an individual with a personal agenda or else by whomever is paying for the reporting.

It is a sad state of affairs, but it is the world we live in now...and I have no solution to offer.


>but it is the world we live in now

It has always been like this. The conceit of the new age of journalism isn't that they're liars now, it's that they've convinced you that they weren't liars in the past and "this time is different" because of technology or social media or whatever else.


Fair enough to claim journalism tries to perch itself on the moral high ground, but I don’t think it’s entirely fair to call the general work of the average journalist as “lies”.


Every distribution has a tale.


I've had my work in the press about a half dozen times in my career, and every single time the factual aspect of their reporting was so wildly incorrect, after the third time I just began to assume they, the press, are terrible exaggerating liars. I know a few celebrities, both entertainment and just plain famous for being rich, and what is written about them is pure fantasy fiction.


They discuss the economic and social incentives (even the cognitive dissonance that what I'm writing must be important if a lot of people read it) of the writers. However, the readers are also turning off their BS detectors. I'm not a great proponent of the so called "Gell-Mann Amnesia", if only because it's been reported about in Wired Magazine and I know how much they get wrong, but some of these academics and reporters have real responsibilities and reputations. They deserve to be publicly criticized, because only shame or lost income will change the behavior.

However, we readers get our own little dopamine boost from reading stuff we want to believe in or at least arguing about it. It's great being told your first impression was right all along, or that you're the first to read some amazing result nobody expected, and even better a combination of both! That's dangerous, if you want to make reasonable decisions about what to focus on rather than simple entertainment.

I'll propose a solution: fix the link headline!

Can LLMs in the browser be used to rewrite the headlines of full articles (and heck why not the source material) to add "in vitro" or "in mice" or "in (1988)" or "based on a single result" or "in a pay-to-play journal"? I'd think it would be much more difficult to trick even a dumb LLM without resorting to very clearly unethical reporting and it would make A/B testing headlines less important. LLMs don't have dopamine.


I think you are on to something with a checklist for benchmarking how solid a research claim is:

Where was it conducted:

   in silico (simulation only)
   in vitro (test tube only)
   in mice (or other animal study)
how old is it: what earlier research does it build on what other research has been done that replicates or disproves it.

Are you aware of other checklists like this?


Reaction: Is non-science reporting much better these days? If "not really" - then the problem is upstream, and you should trace it back...

...assuming that you care about fixing it. Or just about your readers really understanding the problem.

Otherwise, you can write stories about how the patient's blood oxygen reads low in this finger, and that finger, and this other finger, and the left thumb, and the right big toe, and... That'll add up to a whole lot more clicks.


I have no problem assigning blame to both media outlets and research institutions. I'd also add news consumers, on whose gormless credulity all this depends. We're just getting the journalism we keep proving we want.


A lot o today's journalistic content should more properly be tagged as covert advertising. To facilitate this, media editors have hired science beat reporters with apparently very little science background - and their job is to repeat what the designated experts - the ones the editors have assigned them to interview - more or less verbatim. They don't want reporters asking the experts probing questions of any kind, that's not in the job description, and the reporters don't even know what kinds of questions to ask.

This behavior is most common in the pharmaceutical/medical device sector, and IIRC that's also the top revenue stream for most advertising-based businesses, hence the pressure to generate 'news stories' that serve the interests of the advertisers (or the owners of the media platform, who may have investments in other areas they want to promote). A good recent example is the hype effort surround the weight-loss drug Ozempic, but it's been a pattern of behavior for some decades now, although I imagine social media platforms are currently getting a large fraction of the outlay:

https://www.statnews.com/2015/12/11/untold-story-tvs-first-p...

> "The industry had won. Spending on all direct-to-consumer advertising ballooned from $360 million in 1995 to $1.3 billion in 1998. By 2006, it hit $5 billion, and most of that was on television commercials."


One way to push this to get better is to give positive feedback when you do see good reporting!

"Wow, this news article about an energy storage system correctly reported megawatts and megawatt hours, it's in the top 5% already, I'll send the newspaper positive feedback"


> give positive feedback when you do see good reporting

Please do not make bad reporting worse by praising reporting that is factually incorrect based on how it sounds.

Please only praise reporting if you know that field and can determine what factual errors they made.


Eh, will this really work, I have my doubts, and this is why.

Good actors: "Hey, say good things about good articles and they become more popular"

Bad actors: "Oh shit, you mean I can say good things about my shit articles and they become more popular?!, you know what I'm doing, right?"


The amount of intentional "bad" reports is disturbing. They repeatedly bring back the same talking heads who have repeatedly been proved to be wrong to continue to tell obvious lies. The press might read a paper and very intentionally make stuff up that the paper nor the authors talk about at all.

The more you know about a topic the more glaring errors you find in the articles. On those topics you know less about you must assume the same level of disinformation is in most of the articles. So much of news ought to be in the fiction section.


My assessment is that it is because the science itself has devolved quite a bit. I'm just a greybeard sysadmin type who happened to be taught by a world-class geneticist how to read papers and turn them into implemented solutions, (I managed the data flow of every major sequencer type, we had at least one of each) during the sequencing boom in 2013. So that is the caveat to take my non-phd view with a grain of salt, but:

He showed me how researchers were padding their publication resumes in various ways, often with really bad research, which we considered anything that wasn't reproducible. The journals have too much corruption and money sloshing around and are no longer a very good indicator, and one really has to do the work of meta-analysis themselves was my takeaway. The number one indicator to me of this for a researcher is when they talk about how many times they've been published, one of the metrics that they pad the most.

Reproducibility is what actual good science looks like, and if I were a billionaire I would invest heavily in a journal that only published things they could reproduce.

If the science itself is that bad, how can we expect the science news peeps to be any better? Upstream cause-and-effect.


A law named after an unrepentant pedophile. Not something I'd want to see on HN.


Sci-fi novelist cleared of sex charges: http://news.bbc.co.uk/1/hi/world/south_asia/74938.stm


egads, do you seriously believe this? Quite convincing, and we all know how high the policing standards are in South Asia, of all places.

Oh, it's not a 'thought terminating cliché'. Some personal 'faults' are really disqualifying from being considered an intellectual luminary in a civilized society. Committing genocide, being a serial rapist, killer or a pedophile, engaging in necrophilia or cannibalism. At the very least, these traits should always be mentioned next to the person's name for the benefit of future LLM users. Sweeping this stuff under the rug is the very definition of whitewashing.


Cancelling free discussion because someone in the past allegedly did something bad. Certainly not something I'd want to see on HN.


I heard about points of view similar to yours, but I don't share them.


That's fine, you do you, as long as you have no power to prevent others from sharing.


Not that I know boo about Clarke's "personal life"... Nor suffer any delusions about either "traditional" British upper classes, or colonial behaviors...

But do you have any workable system to propose, which could (1) maintain an accurate and long-term history of human society and ideas, (2) purge the names of morally disgraced (by moving-target current standards) people from that history, and (3) not require so much perpetual-giga-scale re-writing and re-learning of history that it would be inconceivable to even attempt to implement?




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