[HN Gopher] Too many new papers may mean novel ideas rarely rack...
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       Too many new papers may mean novel ideas rarely rack up citations
        
       Author : pseudolus
       Score  : 158 points
       Date   : 2021-10-27 13:54 UTC (9 hours ago)
        
 (HTM) web link (blog.pnas.org)
 (TXT) w3m dump (blog.pnas.org)
        
       | pas wrote:
       | > the newbies compete so intensely amongst themselves that they
       | can't compete with the established dominant choice -- in the case
       | of research, that often means [mostly only old papers get cited].
       | 
       | The article does not mention tenure and the publish or perish
       | incentive (which forces academia to work like the auto industry,
       | just-in-time manufacturing of incrementally better output).
       | 
       | https://www.lesswrong.com/posts/gMszBSAX23uqYhytR/technologi...
       | 
       | ( https://pbs.twimg.com/media/D6xm5DFX4AEjP3_.jpg )
        
       | howmayiannoyyou wrote:
       | Emphatically not in global terms, but probably so in the United
       | States.
       | 
       | Diffuse national priorities since 2000 have misallocated academic
       | research, corporate R&D and government investment from hard-
       | science to social science.
       | 
       | Also, the inverse relationship between the "financialization" of
       | the US economy & the decline of applied science innovation is
       | stunning. By way of example, applied sciences have lost a lot of
       | talent to fintech jobs.
       | 
       | Similarly, the US-Russia cold war, for all its many downsides,
       | did drive applied research. 20 years or so of low-intensity
       | conflict in the ME wasted vast amounts of capital on logistics,
       | munitions and purchased alliances that would have otherwise found
       | its way to various DOD research programs.
        
       | crmd wrote:
       | I enjoyed this podcast[0] with Peter Thiel and Eric Weinstein,
       | where one of their central discussion points is the current
       | stagnation of technological innovation, beginning in the mid
       | 1970s, with the sole exception of computer software.
       | 
       | [0] https://youtu.be/nM9f0W2KD5s
        
         | thegreatdukd wrote:
         | Peter Thiel aka Computer Software businessman and Eric
         | Weinstein aka theoretical mathematician and his pal in software
         | business. Like they know anything about the technological
         | innovation, outside of computer software.
        
       | mistrial9 wrote:
       | I read some machine learning research papers among others. The
       | explosion of papers from chee-na, at all quality levels, at
       | orders of magnitude more than a year before.. was/is hard to deal
       | with for me
        
         | zibzab wrote:
         | Care to elaborate why?
        
       | blamestross wrote:
       | Equilibriums are often punctuated.
        
       | cblconfederate wrote:
       | First you shouldnt define scientific progress via academic
       | progress.
        
       | nedrylandJP wrote:
       | If it's still going "BOINK"... then we're good.
       | 
       | https://www.goodreads.com/book/show/70488
        
       | conformist wrote:
       | From the study's abstract: "The deluge of new papers may deprive
       | reviewers and readers the cognitive slack required to fully
       | recognize and understand novel ideas. Competition among many new
       | ideas may prevent the gradual accumulation of focused attention
       | on a promising new idea."
       | 
       | - This appears to be a key problem in academic research that
       | matches my personal experience. More papers with less novelty are
       | not only not beneficial, but beyond some point they become a net
       | tax on everyone in the field. Without innovative approaches to
       | fix the incentive structure of modern science, this is going to
       | get worse over time.
       | 
       | Are there any obvious solutions aside from "hacks" such as e.g.
       | private foundations flooding specific fields with cash to reduce
       | the need to publish?
        
       | mjburgess wrote:
       | It's my view that most unexplained areas today are chaotic
       | systems where reductionism fails: brain-body, ecological systems,
       | etc. Even, i think, extremely fundamental physics.
       | 
       | I have the sense that "robust" science doesnt work here: the
       | "explanation" is precisely the irreducible chaos. There isn't
       | much more to be said than to point.
        
       | DrNuke wrote:
       | Scientific progress is still way ahead engineering readiness in
       | terms of results... and engineering readiness, while catching up,
       | validates and enables further scientific progress.
        
       | api wrote:
       | This is not a question that would be answerable until at least 50
       | years from now. Discoveries that seem inconsequential are often
       | profound, and vice versa.
       | 
       | Rise and decline of large scale human efforts and societies is
       | generally only visible in retrospect. A good chunk of the people
       | in any golden age think they are in a dark age or that doom is on
       | the immediate horizon.
        
       | citizenpaul wrote:
       | The entire college phd system is toxic and self serving.
       | 
       | At my local college the guy the physic department building was
       | named after was obsessed with some weird thing that no one
       | understood and when he died they just mothballed all his
       | "projects" equipment. No one had any idea what it was or what to
       | do with it and it filled a good part of the building. He was not
       | easy to get along with and shot down anything that he didn't like
       | without even discussion. I'm told this is not in any way uncommon
       | in the field.
        
         | ren_engineer wrote:
         | Academia now selects for people who are good at navigating
         | bureaucracy and getting research funding rather than people who
         | are good at doing actual research
        
           | crazy_horse wrote:
           | What kind of comments does HN select for?
        
             | JohnWhigham wrote:
             | Novel-length comments that no one reads aside from the
             | first few sentences.
        
             | 323 wrote:
             | The kind which agree with the HN group think - "nuclear
             | energy is good", "Electron is bad", "Chrome is good", oh
             | wait, that was 2009 HN group think, today is "Chrome is
             | bad".
        
             | bakuninsbart wrote:
             | Shitting on academia is certainly one of them, but lets
             | look at the merit of each comment for themselves.
             | 
             | As someone with a lot of friends in academia, but luckily
             | not dependent on it myself, I was quite shocked by the
             | amount of politics, polishing, neck rubbing etc. going on.
             | Scientists present as very clean and orderly to the
             | outside, but the process of writing a paper and getting it
             | published is usually super messy.
        
               | crazy_horse wrote:
               | I don't want to say of course it is, but of course it is.
               | 
               | It's an environment full of smart and hungry and
               | competitive people. There are politics, yes, but you can
               | damn well choose to avoid them, especially if you offer
               | value.
               | 
               | Nobody in any industry presents all of the warts and
               | difficulties of getting to a solution. If you wanted to
               | hear about six years of failed experiments, I've got lots
               | of time, but I feel like you don't want to hear it and
               | neither do the people reading and writing research
               | papers.
               | 
               | You'll find that outside of the superstar schools, the
               | smaller schools (certain depts) are staffed with
               | brilliant people. They'll tell you about the nuances of
               | academia if you're a normal person but they're not going
               | to show up on HN where people say what they do is
               | worthless, so people get warped views of what the
               | majority of it is.
        
               | iamcurious wrote:
               | >Scientists present as very clean and orderly to the
               | outside, but the process of writing a paper and getting
               | it published is usually super messy.
               | 
               | Just like cooks!
        
         | crazy_horse wrote:
         | Do you really expect useful discussion when you say stuff like
         | this? Normal academia isn't like that.
        
           | citizenpaul wrote:
           | Then you don't know what normal academia is like.
        
             | crazy_horse wrote:
             | I have worked in academia. I can't think of a single prof
             | like that in my department. They exist, but that's not why
             | people choose to spend decades of their life in poor paying
             | jobs.
        
               | Rooster61 wrote:
               | This is likewise anecdata. Experiences vary, so I don't
               | know if I'd throw "normal academia" out there without
               | having a full view of the sector as a whole, which few if
               | any do.
        
               | [deleted]
        
           | Rooster61 wrote:
           | Sounds par for the course for academia I have been exposed
           | to, although that's anecdata. Not sure what "normal academia"
           | entails.
        
         | YetAnotherNick wrote:
         | I am not in favour of naming people, but in case of academics I
         | think senior professor is something like being an employer.
         | It's not going to change when people see it as a distant
         | example. You could say I don't understand the method of this
         | person and don't like his/her approach.
        
         | ModernMech wrote:
         | > was obsessed with some weird thing that no one understood
         | 
         | Sounds like the beginning of every great scientist's biography.
        
           | citizenpaul wrote:
           | True, but he died before he ever published anything about it.
           | I was dating a girl that worked there at the time is the only
           | reason I got to see any of this. There were hundreds of these
           | large 6-10ft tall cylinders with lots of science looking
           | stuff in them that were made I guess? for interchanging
           | between some sort of system in a sub zero room full of other
           | equipment. I was kind of impressed at first then more
           | disappointing that literally no one could even tell me what
           | the stuff was or what he was working on. I didn't get to
           | really see what was in the cold room since everything was
           | already disassembled and boxed or piled up in the case where
           | it didn't fit in boxes. Also I don't know what the room is
           | really called but it was made to be cold and was not active
           | at the time I was there.
           | 
           | There were also piles of very expensive scientific machinery
           | that he gutted for single parts. Because apparently simply
           | sourcing the part he needed for say $250k less was beneath
           | his time so since he had tenure and budget he would just
           | order something he already knew had what he wanted and gutted
           | it leaving behind a very expense broken machine/instrument.
           | 
           | He also believed that women brains were incapable of doing
           | science so she didn't really like him much as you could
           | imagine.
        
       | tonmoy wrote:
       | Ah. That explains the stagnation in fields like molecular biology
       | and electrical engineering /s
        
       | ashtonkem wrote:
       | I wish the article had addressed the other issue in the area:
       | funding. The US stopped lavishly funding scientific research
       | sometime in the 1970s. Private industry has taken up the
       | difference, but private industry wants to focus on immediately
       | usable research for profit, rather than fundamental stuff that'll
       | be useful for the next century for all of society.
       | 
       | Is it that surprising that the most cited research papers come
       | from the tail end of the federally funded research era?
        
         | dredmorbius wrote:
         | That "lavish funding" era extended largely from WWII, with
         | specific focus on technologies such as radar, fire-control
         | (computers), and the Manhattan Project, was inspired strongly
         | by Vannevar Bush's "Science: The Endless Fronteir" (itself
         | something of an HN perennial), and kicked mightily in the
         | keister by the Sputnik scare and nuclear / missile arms race of
         | the 1960s.
         | 
         | By a decade later, numerous factors had taken much of the steam
         | out of the sails (to mix metaphors): the Vietnam war, foreign
         | exchange and major changes in global currency, and the
         | emergence of domestic peak oil in the US (lower 48 at least)
         | with ceding of control over global petroleum production and
         | prices to the Middle East, along with numerous consequences
         | there. At the same time, Detante and the opening of China, and
         | political scandals (most notably Watergate), and the civil
         | rights and anti-war movements, changed attitudes toward
         | government (amongst the Left) and toward academia (amongst the
         | Right). The former is well documented through the general
         | counterculture movement, the latter probably through the Lewis
         | Powell Memorandum.
         | 
         | At the same time, there was what I'd see as a real decline in
         | the pace of both scientific and technological progress in
         | almost all areas, save information technology and some
         | materials science.
         | 
         | TFA actually focuses fairly narrowly on one element, which is
         | the explosion in publishing. I'll address that in a top-level
         | comment, as I feel it's been overlooked by most other comments.
        
           | philipkglass wrote:
           | I'd add a growing awareness of and concern for the
           | environment. The United States had its "Moore's Law" era for
           | nuclear technology for about 20 years after WW II. After
           | that, concern about weapons test fallout and other
           | environmental releases of radionuclides made experiments much
           | slower and more expensive. To the extent that many ideas
           | never left the drawing board.
           | 
           | There are similar stories with chemical technology,
           | manufacturing, even electricity generation. Fossil fuel
           | depletion is one example of overtaxed _sources_. Strontium 90
           | in human teeth, acid rain, phosphate driven algal blooms,
           | etc. are emblematic of overtaxed _sinks_. The US circa 1960
           | enjoyed a faster-than-sustainable pace of development
           | (scientific and technological) by borrowing from the future
           | on multiple axes.
        
             | dredmorbius wrote:
             | Oh, absolutely.
             | 
             | I didn't want to head down that rabbit hole, but there are
             | a few lines of argument which lead to the conclusion that
             | the end-stage of most technologies involves both ever-
             | diminishing positive returns and an increased concern in
             | dealing with unintended consequences. I call these "hygiene
             | factors", though environmental concerns would certainly be
             | a prime example.
             | 
             | One framing of this looks at the _mechanisms_ by which
             | technologies achieve results. I 've identified nine of
             | these: fuels, materials, energy & power transmission and
             | transformation, technical knowledge ("technology"), causal
             | knowledge ("science"), networks, systems, information, and
             | hygiene. These seem reasonably well-defined.
             | 
             | The area of accelerating rates of returns seems specific to
             | network / dendritic structures (physical, conceptual, or
             | both). Even here, growth ultimately slows, probably best
             | considered governed by a logistic function.
             | 
             | https://ello.co/dredmorbius/post/klsjjjzzl9plqxz-ms8nww
        
       | goalieca wrote:
       | Was academia terribly relevant in my field when I was a grad
       | student? Nope. In general, the work was poorly supervised, not-
       | reproducible, and the peer review process was completely broken.
       | Students just wanted to graduate and professors just wanted
       | tenure and funding points.
        
         | echelon wrote:
         | Something has changed. I can't imagine Einstein's generation
         | functioning like that.
         | 
         | Have pioneers of innovation moved to private corporations now
         | that they have capital that rivals academia? Private companies
         | can reward innovators with more than just credentials.
         | 
         | Bell Labs, Xerox Parc, Google Brain, OpenAI, Tesla, SpaceX, ...
         | 
         | Granted, this isn't even across all fields as they are not all
         | economic drivers.
        
           | ldng wrote:
           | And even then, can you really put the two first in the same
           | bag as the others ? I have the feeling their research scope
           | were noticeably broader, no ?
        
           | marcosdumay wrote:
           | And more relevant to the actual Einstein's generation (and
           | the few before), GE, GM, Bayer, IBM, 3M...
           | 
           | Bell Labs and Xerox Parc are gone. OpenAI, Tesla and SpaceX
           | are very different places, and Google has Alphabet that
           | actually tries to be like those but fails. And I imagine that
           | cutting funding from projects before they can mature is a
           | large cause of that failure.
        
           | gameswithgo wrote:
           | Bell Labs was only pseudo private. The government required
           | they have that research lab in exchange for being allowed to
           | have a monopoly. One should also consider that institutions
           | like that were partly so productive for being at the right
           | place and time in history, when we were developing the tools
           | to exploit the low hanging fruit nature has to offer us. That
           | whole era, we snatched it all up quick. Spaceflight and such
           | didn't stagnate after because we turned to idiots, but
           | because mass and aerodynamic drag and Newton impose pretty
           | inalienable constraints.
        
             | mrjangles wrote:
             | I was watching a good documentary about Bardeen and
             | Shockley and their development of semiconductor tech in the
             | 50s. The military got their hands on some of their samples
             | and work and put together a team to try to work out how
             | they were doing it. The scientists they were interviewing
             | were very depressed because for every month of progress
             | they made catching up to Bardeen and Shockley, those guys
             | would be a further 3 months ahead of them by then.
             | 
             | My point is, you can make claims about Bell labs being semi
             | private, but that doesn't explain why all the innovation
             | happened at Bell Labs and not at some fully government run
             | lab or the military. The government couldn't even keep up
             | with them when they knew what to do, forget about the
             | government actually initiating that kind of research.
             | 
             | In the last 50 years almost nothing has come out of
             | government research. All innovation has occurred in the
             | private sector, or privately owned research universities.
             | At best, the government has succeeded in some cases where
             | government funded academics managed to get private funding
             | from industry.
        
             | dredmorbius wrote:
             | Source?
        
               | gameswithgo wrote:
               | Book: "The Idea Factory: Bell Labs and the Great Age of
               | American Innovation"
        
               | dredmorbius wrote:
               | Thanks. Had a hunch that might be it ;-)
        
           | bjornsing wrote:
           | Something I often think about is how eccentric the leading
           | researchers were in Einstein's generation. Just look at a
           | picture of the guy himself. Or consider Kurt Godel, who
           | starved to death when his wife was hospitalized because he
           | could only eat food prepared by her.
           | 
           | Different times/cultures tend to put different personalities
           | in charge, and that has a huge impact on what gets done.
           | Overall I have a feeling the curious eccentrics are now out,
           | and the charismatic corner cutters are in...
        
       | ColinWright wrote:
       | Also discussed at considerable length here:
       | 
       | https://news.ycombinator.com/item?id=28821498
       | 
       | (different write-up, same problem)
        
       | privong wrote:
       | I just wanted to note that the paper the blog post is discussing
       | received some attention here on HN a little over 2 weeks ago:
       | https://news.ycombinator.com/item?id=28821498
        
       | mjreacher wrote:
       | On the topic of progress in science I personally believe that
       | fields where computation is useful/important (such as biology,
       | chemistry, etc) will continue to progress without much issue, as
       | computation for now at least is continuing to grow without much
       | issue itself, and as it grows it will take at least some time for
       | the appropriate computational methods to be developed. However
       | for other fields where computational resources may not have as
       | much significance (such as theoretical particle physics) I can
       | see that stagnation may be an issue.
       | 
       | As many other commentators have noted there are lots of problems
       | in academia to do with funding and how ideas are spread, etc,
       | however these problems seem to be fundamentally economic or
       | political in nature, so just throwing more bodies/scientists at
       | the problem will not resolve them, therefore there must be
       | systematic change from the economic/political sides to improve
       | the situation.
       | 
       | Another thing that pops into mind is in regards to low hanging
       | fruit. An obvious solution to why progress may be waning in
       | fields where computation is not important is that all the easy
       | work has already been done (see Dirac's quote about 2nd rate
       | physicists doing 1st rate work in the late 1920s with QM) and
       | thus in order for there to be progress
       | 
       | 1) students must have significantly more background knowledge as
       | they need to know more about what does or doesn't work
       | 
       | 2) creative ideas should not be shunned
       | 
       | 1) imo is already a bit of a problem and I guess at one point in
       | the future there may be issues once humans reach limits to how
       | much their can learn in a certain time but for now this can be
       | mitigated by being more efficient in how students are taught. For
       | example in my own personal experience in math once you get to
       | PhD/research level topics nobody reads textbooks to gain broad
       | knowledge on a topic but rather reads them for reference. There's
       | just too much to learn and know so instead if you're researching
       | some topic you try learn whatever you need as you go rather than
       | from a bottom up approach.
       | 
       | 2) is linked to the problems in academia as I mentioned but I
       | guess as more technologically advanced societies should have the
       | advantage over less technologically advanced ones and science is
       | of course basically a prerequisite for technology advances then
       | this problem will solve itself natural selection style.
       | 
       | One other thing I would like to note about academia with regards
       | to inefficiencies is how much is still locked away behind
       | paywalls or other inefficiencies due to decentralization. For
       | example lots of historical journals I've seen that only have the
       | content in a certain language, etc things like that. For the
       | scientist and for anyone in general interested in science it
       | would be easier if there was just a central place to look for
       | topics that would include all historical content in some common
       | language so it would be easily accessible. An example again from
       | math is me having information in a Hungarian journal that no
       | longer exists. Not only is the information behind a paywall but
       | also it was in Hungarian and only photo scans so I had to OCR it
       | myself. This is an example of an inefficiency and I doubt most
       | would go as far as I did to find that information, so potentially
       | you have huge quantities of information that may be lost unless
       | it is cited by modern literature on the topic, which is not
       | always the case.
        
       | xor99 wrote:
       | I think this comes down to the growth of scientific management
       | and technocracy in research and that bureaucracy's attempt to
       | fight over dwindling public funding for the sciences coupled with
       | lack of private non-commercial sources of funding. Universities
       | are mostly made up of managers or researchers that end up acting
       | like managers in order to justify their position. This leads to a
       | set of bureaucratic rules for scientific success and a range of
       | conferences that prop that system up. Disagreement, the
       | possibility to be stupid and wrong, and the ability to take
       | random choices based on intuition are eliminated when the
       | majority of a field acts like scientific managers.
       | 
       | I highly recommend reading "The Body Electric" which details an
       | excellent example, in both technical and social terms, of how
       | structural effects like the above impede highly "random" or
       | creative ideas in science.
        
         | findalex wrote:
         | > Disagreement, the possibility to be stupid and wrong, and the
         | ability to take random choices based on intuition are
         | eliminated when the majority of a field acts like scientific
         | managers.
         | 
         | How do we democratize physical sciences in the same way as CS?
         | My bet would be on the combination of the two (simulation) and
         | providing the high-level tools to the masses.
        
           | iamcurious wrote:
           | By focusing on Small Science. Big Science needs big money,
           | big equations, big machines, big careers, big meetings, etc,
           | so big science should be last resort. Make experiments cheap,
           | cheap enough that it becomes embarrassing not to double
           | check. Cheap enough that half of the comments in a science
           | article are about people doing the experiment themselves
           | right there.
        
         | ping00 wrote:
         | Would you mind sharing the author's name as well please? I'm
         | interested in checking this book out.
        
           | xor99 wrote:
           | https://en.wikipedia.org/wiki/The_Body_Electric_(book)
           | 
           | This one, the main relevance is that the author came up
           | against bio and medical establishment that refused to accept
           | even the scientific interest of studying the effect of small
           | voltage profiles/current on tissue and bone growth. One
           | reason was that the main source of info in the mid-20th
           | century was a soviet scientist, but thats definitely not the
           | whole reason as it comes back to debates about vitalism and
           | the role of electricity in bodily functions/philosophy (etc).
           | Theres a whole lot of similar work in studies on
           | bioelectricity at the moment which if successful seems like
           | it could become a dominant approach too lol. Pretty tricky to
           | think about how that process works over decades or hundreds
           | of years.
        
       | supernovae wrote:
       | No, it isn't waning. There are struggles, but that doesn't mean
       | its waning. We're having massive progress in medicine, space,
       | cosmology, environment, biology, food, transportation.
       | 
       | Hell, the only thing that's waning is public perception of
       | science and that seems to be a deliberate political attack.
        
         | ClumsyPilot wrote:
         | I think it's obviously waning if you look at any field that
         | deals with physical world: a car from 1940 looks totally
         | different than one from 1980's, but the one from 2020 and 1980
         | looks almost the same.
         | 
         | Space rockets are same as they were in 80's, where are nuclear
         | engines, fusion propultion, etc?
         | 
         | Its the same for airplanes, appliances, and everything execept
         | computers.
         | 
         | https://twitter.com/Snowden/status/1451342274667876353?t=RO7...
        
           | GoblinSlayer wrote:
           | Electric cars.
        
           | dghlsakjg wrote:
           | Cars are vastly different than they were in 1980. Fuel
           | injection, aerodynamics, airbags, driver assist, hybrid and
           | electric drivetrains, etc... the difference between a 1980
           | Honda Civic and a 2020 civic is massive.
           | 
           | In 1980 we weren't landing self piloting rocket stages on
           | drone ships and reusing them a month later. The engines
           | powering our rockets were completely different chemistry and
           | metallurgy. We weren't building hyper efficient carbon fiber
           | airframes with high bypass turbofans (Dreamliner). Even my
           | washing machine is using about half the energy compared to a
           | washing machine in 1989.
           | 
           | Composites, manufacturing, and design are all completely
           | different to how things were in the 80s
           | 
           | Just because something has a similar form factor doesn't mean
           | it is the same. There is a strong argument that the past 40
           | years has seen some of the fastest progress in the history of
           | the human race when it comes to making things.
        
             | goatlover wrote:
             | > There is a strong argument that the past 40 years has
             | seen some of the fastest progress in the history of the
             | human race when it comes to making things.
             | 
             | I still think somewhere between the late 19th century to
             | the middle 20th century had the most impactful change in
             | human history, and things have slowed somewhat in term of
             | overall impact since then, with more gradual improvements.
             | 1881-1951 saw more transformative changes than 1951-2021.
             | As in the world changed more in the previous 70 years.
             | 
             | There's still a lot of change going on, and some of it is
             | transformative. But not to the extent of the radical
             | transformations from the late 19th to mid 20th centuries,
             | with revolutions in science, technology, economics, trade,
             | transportation, communication and political structures.
             | 
             | This might be more true of the developed world than the
             | developing, which probably has seen those transformative
             | changes more in the last 70 years. But in terms of what
             | came to exist, it's hard to beat that period of time.
        
           | walls wrote:
           | Cars, planes, and rockets all have optimal shapes for their
           | environment, of course they're not going to change much once
           | they get to that point.
           | 
           | Cars are still vastly different today than in the 80s in (at
           | least) performance, efficiency, and safety.
           | 
           | Planes are also getting quite a bit better, although adoption
           | of these planes is slow as most airlines want to get as much
           | as they can out of the old fleet.[0]
           | 
           | SpaceX has been _landing_ their rockets for several years
           | now, and are about to take an even bigger step with Starship.
           | 
           | [0]: https://www.youtube.com/watch?v=lapFQl6RezA
        
             | f6v wrote:
             | I was watching the Boardwalk Empire not so long ago. When
             | the main character was a boy, people were wearing fancy
             | clothes, sending letters, and riding horses. As a grown
             | man, he talked on the phone and flew a plane. Whereas my
             | parents were flying planes when they were young. I fly
             | almost the same planes(yes, more safe and efficient) and it
             | takes the same time to get from A to B.
        
               | InitialLastName wrote:
               | > I fly almost the same planes(yes, more safe and
               | efficient) and it takes the same time to get from A to B.
               | 
               | It takes even longer now while you wait in lines to get
               | through the security parade.
        
               | lotsofpulp wrote:
               | Now you can contact almost anyone on earth using a pocket
               | size computer and even see them, and share with them a
               | very large portion of humanity's knowledge.
        
               | dTal wrote:
               | >a very large portion of humanity's knowledge.
               | 
               | I know that's the meme, but I think it's false and a
               | dangerous thing to tell ourselves.
               | 
               | Walk into any university library, pull a random book off
               | the shelf, and flip to a random page. What are the odds
               | that the information on that page can be found in a
               | google search?
               | 
               | And that's just the things that are publicly documented
               | at all. There's libraries worth of implicit industrial
               | knowledge too, including material that is explicitly
               | proprietary. How does Intel or AMD design a modern
               | computer chip? How does Rolls Royce design a jet engine?
               | How do you fabricate a mono-crystalline solar cell? How
               | do you mine for raw materials?
               | 
               | This is "I, Pencil" writ large. I would estimate only the
               | smallest fraction of humanity's knowledge can be found on
               | the internet - well under a percent, at least if you
               | don't count "emailing an expert". If we had to rebuild
               | society on the basis of what we could find on the
               | internet, we'd be lucky to reach 20th century technology
               | levels.
        
               | Jensson wrote:
               | > Walk into any university library, pull a random book
               | off the shelf, and flip to a random page. What are the
               | odds that the information on that page can be found in a
               | google search?
               | 
               | If you include pirating sites? Close to 100%, most books
               | are scanned into pdf's and can be found free online. So
               | only thing stopping this is legal and not technological.
        
               | dragonwriter wrote:
               | > > Walk into any university library, pull a random book
               | off the shelf, and flip to a random page. What are the
               | odds that the information on that page can be found in a
               | google search?
               | 
               | > If you include pirating sites?
               | 
               | Or...just Google's own collection:
               | 
               | https://support.google.com/websearch/answer/9690276?hl=en
        
               | lotsofpulp wrote:
               | Fair enough. A very large portion of catalogue-able
               | knowledge? Or orders more than was available before
               | within a few seconds in your hands.
        
               | johncearls wrote:
               | While your parents have been flying in the same planes,
               | they payed twice as much (inflation adjusted) and a lot
               | less often.
               | 
               | I too wish I was vacationing in Luna City tovarich, but
               | things have gotten better by quite a bit.
               | 
               | https://www.theatlantic.com/business/archive/2013/02/how-
               | air...
        
               | supernovae wrote:
               | General Aviation was destroyed for many reasons, none of
               | which were really technology or innovation problems.
               | Commercial General Aviation was decimated by NIMBAs,
               | Commercial Airline pressure, massive population growths,
               | expensive to insure/maintain/own and to be honest, a lack
               | of care of passion from aviation for the past few
               | generations.
               | 
               | But.. the homebuilt and sport space has innovated quite a
               | bit - glass cockpits, auto pilots, efficient engines,
               | electric power plants, micro jets, composite aircraft..
        
               | dredmorbius wrote:
               | NIMBYs, not NIMBAs?
        
               | supernovae wrote:
               | yah, yard/area ;)
        
               | goodcanadian wrote:
               | My brain imagined that "A" stood for "airspace."
        
             | ClumsyPilot wrote:
             | "SpaceX has been landing their rockets for several years
             | now, and are about to take an even bigger step with
             | Starship."
             | 
             | From 1940s, in 20 years we invented jet planes and rockets,
             | and since then for the next 60 years we are fiddling with
             | the same basic rocket design. Are you seriously pretending
             | that taking 3 generation to learn to land them is as big of
             | an achievement?
             | 
             | If we kept up the pace of progress, we would have skyhooks
             | in service, nuclear thermal rockers, nuclear electric
             | propultion, fission fragment rocket and dozens of others.
             | 
             | We have arguably regressed, as starship will just take us
             | to where we were before, being able to reach the moon.
        
               | moffkalast wrote:
               | I think you're making a flawed extrapolation here,
               | because the space race and the cold war overly inflated
               | the pace of progress in space at the time.
               | 
               | With the meagre funding that has remained since the end
               | of that there has been pretty good progress so far.
        
               | supernovae wrote:
               | Starship is designed for mars. They built a new space
               | craft that will be re-usable, at a cost efficiency never
               | seen before that uses technology specially designed
               | because of Mars. It's engines will use Methane -
               | something no other manufacturer was able to master
               | because of specific issues with those styles of engines
               | and they did it in with the purpose of generating methane
               | on mars to be able to fly back. The methane can be
               | synthesized on mars from CO2 in atmosphere and Hydrogen
               | in Ice. They had to invent the largest re-usable rocket
               | platform, the first re-usable and working methane engine
               | and the first flight computer that could take off and
               | land...
               | 
               | Not only that, but they invented or invested in massive
               | technology for manufacturing all of this such that the
               | engines are often 3d printed and designed with precision
               | only dreamed of before.
        
               | ClumsyPilot wrote:
               | "First flight computer that could tiake off and land"
               | 
               | Soviet Buran could do that in the 80's
               | 
               | "Starship is designed for mars"
               | 
               | Original starship design was 5x larger and could take
               | meaningfull payload to Mars. It had to be scaled down so
               | that it use the ancient Saturn 5 launchpad and other
               | infrastructure and be more affordable. Current starship
               | is in the same weightlifting category as saturn 5.
               | 
               | "First engines to use Methane"
               | 
               | So what? If it was first one to use Uranium, that would
               | be a revolution. This is just burning a different
               | propellant. Its an incremental step. It is not a 60 -year
               | milestone. Its like saying 'i upgrading home boiler from
               | coal to oil' - so what? You are still stuck will low
               | energy fossil fuels
        
               | supernovae wrote:
               | Landing a winged aircraft is different than landing a
               | rocket.
               | 
               | Starship is designed for mars and its design changes
               | pending mission realities. The fact they're progressing
               | so quick is awesome.
               | 
               | First engines to use Methane are great - and it shows a
               | mission profile that is correct for a trip to mars -
               | since they can use science to generate fuel while on
               | mars.
               | 
               | Uranium wouldn't be a revolution and there is no way it
               | would ever pass certification for leaving earth orbit
               | beyond small decay batteries that have been used for 60+
               | years.
               | 
               | Just because you don't agree with the cool shit going on,
               | doesn't mean it isn't cool.
               | 
               | And if it could have been done 60 years ago, it would
               | have been done 60 years ago.
        
               | ClumsyPilot wrote:
               | "Just because you don't agree with the cool shit going
               | on, doesn't mean it isn't cool."
               | 
               | Dota is cool shit too, but I am not pretending it's an
               | achievement that will be remembered in 3 generations,
               | like the invention of an airplane.
               | 
               | I feel your categorisation is fed by being a fan of
               | SpaceX and fails to put things into proper perspective.
        
               | lopis wrote:
               | In any field, you will have lower fruit to pick.
               | 
               | > We have arguably regressed, as starship will just take
               | us to where we were before, being able to reach the moon.
               | 
               | How good were we ever at reaching the moon, though?
        
             | moffkalast wrote:
             | And you could make the same case for other inventions.
             | 
             | Hammers in 1860 looked like hammers. In 1880? Same thing.
             | In 1900? Same old hammers. 1920? 2020? Yep you guessed it,
             | still a hammer.
             | 
             | Some things are invented and then perfected to a point
             | where you can't really improve them much in a cost
             | effective way. That doesn't mean that new stuff isn't being
             | discovered and worked on at the same or faster rate.
        
               | sdenton4 wrote:
               | But now we can buy plans to build our own hammer factory
               | factory factories.
               | 
               | https://www.gwern.net/docs/cs/2005-09-30-smith-
               | whyihateframe...
        
             | dredmorbius wrote:
             | Powered landing was definitively proved technology in 1969.
             | 
             | Applying it to booster reuse on Earth waited a bit longer.
        
           | chrisamiller wrote:
           | Maybe your car hasn't changed, but your cancer care sure as
           | hell has. The medical and biological sciences are where a lot
           | of innovation has taken place, and the pace of technological
           | advancement in things like DNA sequencing (as one example) is
           | breathtaking.
        
             | f6v wrote:
             | > Maybe your car hasn't changed, but your cancer care sure
             | as hell has.
             | 
             | https://www.cancer.gov/about-
             | cancer/understanding/statistics
             | 
             | > 1.8% per year among men from 2001 to 2017
             | 
             | Is that the rate you expect?
        
               | chrisamiller wrote:
               | People are living longer and age is a dominant risk
               | factor for cancer. In a world where cancer care wasn't
               | improving, we'd expect to see massive increases in deaths
               | due to cancer. What's also not captured by that number
               | are the years of life after cancer diagnosis, which for
               | many cancers has gone up dramatically. It's a tough
               | problem, but the curves are bending in the right
               | direction.
               | 
               | If you want a more punctuated example, how about gene
               | therapy, which is doing things like restoring (partial)
               | vision to the blind.
               | https://www.smithsonianmag.com/smart-news/new-gene-
               | therapy-p... Early days still, but we've laid the
               | foundation for a really exciting next decade or so in
               | genomic medicine.
        
           | dntrkv wrote:
           | Safety, performance, handling, comfort, ease-of-use,
           | reliability, and efficiency have all significantly improved.
           | 
           | The difference in experience of driving a 2020 Tesla Model S
           | vs a 1980 Cadillac Seville is more drastic than that same
           | Cadillac and its 1940s equivalent.
        
           | supernovae wrote:
           | I still beg to differ... The shape of cars is even
           | changing... We have Cyber trucks coming out, we have several
           | EV trucks coming out - battry tech is improving, engine
           | performance is still improving, fuel efficiency is only being
           | attacked for political reasons - It's pretty cool that a Jeep
           | - a brick on Wheels has several options of efficiency and
           | power that are major improvements from just a few years from
           | - from a 4xe hybrid to a turbocharged engine to a diesel
           | option.
           | 
           | Airplanes? There is a really good Nova episode on the
           | electric race - we're nearing an electric age with airplanes
           | even in commercial aviation - In the next 5-10 years we'll
           | probably have the short hops covered by quiet electric planes
           | - that innovation isn't necessarily paced by science, but by
           | safety, engineering and certification - things we don't want
           | to shortcut since humans are involved in these systems.
           | 
           | Hell.. we've been dabbling with autonomous cars too and
           | driver assist and lane assist... I can go on and on
        
           | fsflover wrote:
           | Relevant recent comment thread:
           | https://news.ycombinator.com/item?id=29000086.
        
           | taneq wrote:
           | These are examples of technologies maturing, not scientific
           | progress waning.
        
           | kiba wrote:
           | There's only so many ways to arrange a car.
        
           | rmah wrote:
           | I started driving in 1982... and I can say with 100%
           | certainty that cars of 2020 may not _look_ all that different
           | from cars of 1980, but under that skin of glossy steel and
           | glass, they are _very_ different. The engines are different
           | (electronic fuel injection, timing and compression ratio
           | monitoring), the transmissions are different (dual clutch,
           | torque vectoring differential), the electronics are
           | _massively_ different, safety features are like out of sci fi
           | (parking cameras, adaptive cruise control, anti-lock brakes,
           | in-dash navigation, ). All that and the quality (fit  &
           | finish, reliability, durability) is hugely better.
           | 
           | A typical mid-market car of today would have been considered
           | absurdly high quality and uber-luxurious in 1980. The
           | difference is night and day.
        
             | h2odragon wrote:
             | I started driving around that time, too... in a 1950
             | Studebaker. Not only do I agree with everything you say
             | about the difference between cars of today and 30 years
             | ago, the _magnitude_ of advances has accelerated too.
        
               | goatlover wrote:
               | In the 50s, they were predicting that cars would be
               | flying and nuclear powered by the 80s. That's what I
               | think about with accelerating magnitude of advances. What
               | we have now seems much more like the expected linear
               | progress of 70 years, helped along by the computing
               | revolution, where most of the actual magnitudes of
               | progress has occurred.
        
               | zardo wrote:
               | > In the 50s, they were predicting that cars would be
               | flying and nuclear powered by the 80s
               | 
               | Who is the 'they' in this statement?
               | 
               | (I think this may say more about what sort of statements
               | get hyped and remembered, than what reasonable people
               | thought)
        
               | AnimalMuppet wrote:
               | They predicted flying nuclear cars, but not driving
               | 100,000 miles before the first tune-up.
        
           | aaron695 wrote:
           | 100% HN
           | 
           | Pick any object and they are insanely different to the 80's.
           | 
           | With exponential change since the internet.
           | 
           | Look at a clothes peg, look at a screwdriver, look at a
           | drill, look at a wheelchair, look at at fridge and look at a
           | car.
           | 
           | A clothes peg 1980 - 2000 a linear amount of change, post
           | internet 2000 - 2020 exponential amount of change.
           | 
           | Cars are so different it's hard to know where to start. Seat
           | belts, air bags, paints, roof bars, lights, unleaded fuel,
           | glass, cup holders (yes they matter), seat covers, car
           | smells, locks, just keep on listing parts. Electric. GPS.
           | LOMAX. Is this a troll? You'd be here forever.
           | 
           | Some general ideas existed in the 80s (like the idea of
           | rockets existed a thousands years ago), some are new ideas,
           | and some are ideas that have finally gained acceptance, some
           | are ideas that are now affordable, some are ideas that need
           | the material science, some are ideas that need the new
           | processes, some are ideas that need the supply chains.
           | 
           | A lot of these marvels are not scientists though. It's
           | commerce and internal company inventors that have changed the
           | clothes peg for the better for instance. Maybe some of the
           | material science is from universities, maybe.
        
           | throwaway5752 wrote:
           | That ignores an enormous about of vehicle safety improvements
           | (roof crush resistance, various collision detection/drift
           | detection, electronic stability control, crumple zones... ad
           | nauseum).
           | 
           | That also ignores really impressive improvements in ICE based
           | cars (idle shutdown, cylinder deactivation, reduced
           | pollution).
           | 
           | That's not even touching on electric vehicles and self-
           | driving car advances.
        
             | ClumsyPilot wrote:
             | The fact that we are still discussing ICE cars proves my
             | poity. The first electric care was built 120 years ago and
             | London had an Electric Bus company (!) in year 1903.
        
               | kloch wrote:
               | Two inventions were required for BEV's to compete with
               | even 1920's ICE vehicles: the power MOSfet (1970's) and
               | the Lithium-ion battery (1990's).
               | 
               | GM was about to put Lithium-ion batteries in the EV1 when
               | the project was cancelled in 1999. It was less than 10
               | years later that Tesla introduced it's game changing
               | Roadster. In between Toyota's Hybrid technology both
               | helped and hurt EV development. It helped advance EV tech
               | but reduced commercial and regulatory pressure for pure
               | BEV's.
        
               | throwaway5752 wrote:
               | The first electric car is unrecognizable from a Tesla
               | Model 3. It is not appropriate to compare them. To me, it
               | sounds just like saying SpaceX and Starlink is
               | fundamentally the same as an R7 + Sputnik. It's a narrow
               | view of progress to ignore substantial incremental
               | improvements over time. While you might not see big
               | external differences between a 1980s car and a 2020 car,
               | a number of engineering professionals working in
               | different disciples would be incredibly impressed.
        
               | lkbm wrote:
               | Yeah, we still use ICE cars, which unfortunate, but
               | outside of greenhouse gases they're immensely less
               | polluting than they used to be[0]. 1968->2010 reduced NO
               | 99%, CO 95%, and particulate matter 99.92%. (I'm guessing
               | this is looking at engines for PM. Tires/brakes still
               | produce a lot, as I understand it.)
               | 
               | The EPA says tailpipe emissions are 98%-99% cleaner, with
               | a 71% overall drop across "six common pollutants" despite
               | miles traveled climbing 114%[1] (They use a few different
               | starting and end points throughout that article.)
               | 
               | It's easy to miss how much cleaner modern cars are.
               | 
               | [0] https://andyarthur.org/how-much-cleaner-our-cars-are-
               | today.h...
               | 
               | [1] https://www.epa.gov/transportation-air-pollution-and-
               | climate...
        
           | UncleOxidant wrote:
           | Car styling being somewhat static does not imply that
           | Scientific Progress is waning. You could say something
           | similar about clothing styles: comparing clothing styles
           | between 1980 and 1990 there was a lot of difference.
           | Comparing between 2010 and 2020 - not much difference. This
           | has a lot more to do with economics and tastes than
           | scientific progress (or lack thereof).
        
             | Ekaros wrote:
             | Car styling being static is because we are likely very
             | close or at some local optima. That is minimising the drag.
             | In past we may have had some idea, but now we can compute
             | the best shape. Plus there is regulatory pressure that
             | makes some solutions illegal.
        
         | germandiago wrote:
         | Agree with your last sentence. Everything is analyzed/used from
         | a political point of view.
         | 
         | We need de-polarization. First thing would be to get rid of so
         | much power by these people that rule at their convenience all
         | of us. I really think it would be a better environment for
         | everyone.
        
         | derbOac wrote:
         | I think "scientific progress is waning" is maybe not the
         | correct phrase. I think it's more like "scientific
         | establishment is waning" or "scientific efficiency" or
         | something like that. The issue isn't so much "is progress being
         | made?" I think that's clearly the case. The question is "are
         | resources being wasted?" or "what are the opportunity costs?"
         | 
         | The blog post at the end kind of focuses on turnover of ideas
         | and progress, which I'm not sure is quite the right focus. I
         | think the original question, about how papers are being cited,
         | are good papers being cited enough, are bad papers being cited
         | too much, are papers being cited appropriately, is probably
         | more on-point.
         | 
         | I think people have this schema that academic science is a
         | bunch of brilliant people just looking around, and when one of
         | them comes up with a brilliant idea, others recognize it
         | because they're brilliant, and then it floats to the top. What
         | happens in reality is really different: you have a bunch of
         | people who are pretty smart, but not always as brilliant as
         | they are made out to be, and they have their own
         | misunderstandings, blind spots, and biases. Ideas explode in
         | popularity because the field as a whole is ready to understand
         | or accept them, not because of the ideas per se.
         | 
         | Re: "political attacks" I think this that's self-inflicted in
         | that the worst part of all of this is the denial of how broken
         | academics is at the moment among the scientific establishment.
         | In any event, the focus of the article isn't really even about
         | typical conservative anti-climate, anti-vaccine research, it's
         | about citation patterns, written by academics, about academics.
        
         | epistasis wrote:
         | Agreed. I only see my little corner of biology, but I am
         | continually astonished at what is being learned. Often times
         | the pace of learning and the diversification is such that I
         | often don't find out about significant discoveries until a
         | couple years after they happen, and I can still bring the ideas
         | to others years later after that and people will say "holy crap
         | that's amazing, I can't believe I hadn't heard of that." Even
         | scientists can't keep up outside of their area of expertise,
         | and there will be even greater discoveries as different
         | specialties are connected together.
         | 
         | Media coverage is terrible, which is just fine because the
         | fields are changing so quickly that who knows where things will
         | be in a few years, ans the invention of understandable lay
         | explanations take a long time to develop.
         | 
         | I used to learn about, say, physics from popular media, but I
         | don't get that any more. Presumably some things are going on in
         | those fields.
         | 
         | I think there are two effects: the expanse of human knowledge
         | is now so wide that the human mind is having trouble keeping up
         | even compared to a few decades ago, and also the media has
         | changed massively over the last few decades as internet
         | advertising has gutted its funding model.
        
           | xmprt wrote:
           | Biology is one field that seems to be making massive
           | breakthroughs recently. On the other hand, it seems like a
           | lot of theoretical sciences like Physics haven't have similar
           | breakthroughs in decades.
        
             | robocat wrote:
             | > Physics
             | 
             | I believe that the "hard" sciences are much much easier
             | than any soft science, which is one reason they have
             | progressed so far. When you are arguing with a presumably
             | objective reality, one party remains rational.
             | 
             | Hard sciences are seen as harder due to university systems,
             | and nothing to do with actual genuine difficulty of the
             | science.
             | 
             | Soft sciences are much harder to tease out fact from
             | fiction, and your discoveries often modify reality so even
             | your facts actually change (macro economics). Also for a
             | lot of soft sciences, there are a lot of facts that don't
             | have to make sense (path dependencies for phenotypes of
             | random mutations).
        
         | LurkingPenguin wrote:
         | > Hell, the only thing that's waning is public perception of
         | science and that seems to be a deliberate political attack.
         | 
         | No doubt there are political attacks on science, but it's also
         | true that science is often politicized and also corporatized,
         | both by forces outside of science and those who practice it.
        
           | germandiago wrote:
           | How come a person that is interested in doing science
           | politizes it? I think the first party interested in doing it
           | is people who live from politics, not from science.
           | 
           | At least not people who honestly live from science.
        
             | LurkingPenguin wrote:
             | One reason is money. Government institutions are one of the
             | biggest sources of funding, so if you're a scientist,
             | avoiding anything that could be politically connected can
             | be difficult to do.
        
         | inglor_cz wrote:
         | Whatever politics touches, it taints. No surprise here.
         | 
         | But one of the items you mentioned is _food_. I sort-of doubt
         | that we have a great progress in food. People seem to be much
         | fatter than ever before. That would suggest a lot of cheap
         | calories, but less quality of food overall. Unless we measure
         | progress in food by raw caloric content, we might actually be
         | regressing.
         | 
         | The burden of metabolic diseases is certainly at an all-time
         | high and not a single country in the world managed to reduce it
         | meaningfully again.
        
           | brandmeyer wrote:
           | You'd be wrong there, too. Genetically engineered crops have
           | boosted food yields to an extent not seen since the Haber-
           | Bosch process.
        
       | PaulHoule wrote:
       | One thing obvious is the breakdown between theory and experiment
       | in physics.
       | 
       | Newton's great accomplishment was discovering a link between
       | terrestrial and extraterrestrial physics.
       | 
       | Today on the large scale we see it takes multiple kinds of "dark
       | matter" to explain the rotation of galaxies, structure of galaxy
       | clusters, and cosmology. "Dark matter" evades any attempt to
       | detect it on Earth.
       | 
       | Einstein's prediction of how light was bent in gravitational
       | fields was tested by Sir Arthur Eddington in a few years. Last
       | year observational evidence was found for a circa-1980 theory of
       | black hole jets. Neutrino Oscillations were detected in 1998 and
       | have been one of the few areas where particle accelerators get
       | non-null results; the theory for that was developed in 1957 by an
       | Italian physicist who defected to the Soviet Union. (No Nobel
       | Prize!)
       | 
       | Since the gap between theory and confirmation of the theory could
       | span a whole career, young physicists need to survive by pleasing
       | their elders with fashionable theories for a decade without any
       | feedback from the physical universe.
       | 
       | A strange counterexample was the 1980 rise of inflationary
       | cosmology, where the problem and solution were discovered
       | together. (Somehow nobody was bothered by the "Horizon Problem"
       | until then.) It was Alan Guth's answer to survival in the physics
       | hiring drought of his time.
        
         | goohle wrote:
         | > A strange counterexample was the 1980 rise of inflationary
         | cosmology, where the problem and solution were discovered
         | together.
         | 
         | Yeah, then in 2004, 30 scientists signed open letter[0] to stop
         | pushing of creationism into physics.
         | 
         | Moreover, it was predicted[1] that dispute between Ether and GR
         | will be resolved in favor of Ether when Higgs boson will be
         | discovered, because continuous Higgs <<field>> (a medium) must
         | be presented everywhere for Higgs bosons to create mass. Higgs
         | boson was discovered about 10 years ago.
         | 
         | [0]: http://lilith.fisica.ufmg.br/~dsoares/open-letter.htm
         | 
         | [1]: https://physicstoday.scitation.org/doi/10.1063/1.882562
        
         | KKKKkkkk1 wrote:
         | Looks like the scientist who discovered neutrino oscillations
         | is Bruno Pontecorvo and his life story is quite interesting.
         | Here's what he had to say about the Soviet Union in 1992:
         | 
         |  _Now, for the first time, he is prepared to talk about the
         | choice he made. But, with most Communist countries having
         | changed their colours, how does he feel about the dedication of
         | his life to the Communist cause?
         | 
         | 'The simple explanation is this: I was a cretin,' he said. 'The
         | fact that I could be so stupid, and many people close to me
         | should have been quite so stupid . . .' The sentence was left
         | unfinished.
         | 
         | Communism, he went on, was 'like a religion, a revealed
         | religion . . . with myths or rites to explain it. It was the
         | absolute absence of logic.' He stuck by his faith, even after
         | the invasion of Hungary in 1956. When Andrei Sakharov, a fellow
         | physicist, turned against the system, it made no difference. 'I
         | had always admired him as a great scientist and a man of
         | integrity. However, my idea was that he was naive . . . it was
         | I who was naive.'_
         | 
         | https://www.independent.co.uk/news/world/confessions-of-an-a...
        
         | kloch wrote:
         | I don't understand why consensus jumped to the conclusion that
         | there must be a new form of undetectable matter instead trying
         | to figure out what we don't know about gravity.
         | 
         | Theoretical particle physics is even worse. There haven't been
         | any advances since the 1970's. Experimental particle physics
         | has done a great job in verifying/testing the predictions from
         | the 1960's/1970's but theoretical physicists are stuck in a
         | rut.
        
           | [deleted]
        
           | mabbo wrote:
           | There's a lot of different data out there and a lot of
           | different theories. The dark matter hypothesis fits a lot of
           | the data really well with a very simple model, few extra
           | constraints or variables.
           | 
           | The alternative theories don't fit the entire set of data as
           | well. Or they do, but by choosing additional complexity,
           | rules, constants that are chosen to make the model work, but
           | can't be explained otherwise.
           | 
           | Dark matter isn't a full explanation, no doubt, but imho it's
           | the best we have.
        
           | jjoonathan wrote:
           | Consensus shifted away from MOND and towards LCDM due to
           | degrees of freedom in observations. A trivialized comparison
           | would be "Why did artists give up on finding the best color
           | and instead focus on finding the best arrangement of color on
           | canvas?"
        
           | lumost wrote:
           | The trouble is that astronomers have limited ability to
           | detect matter and estimate its mass. Given the predictions
           | from GR, the idea that there was new astronomy and particle
           | physics was easily more attractive.
           | 
           | ~50 years on without significant progress for particle
           | physics + GR means we are starting to be interested in
           | alternatives.
        
           | pontus wrote:
           | One of the more convincing argument I've heard is the "bullet
           | cluster". Basically it's composed of two clusters of galaxies
           | that recently collided. Since dark matter and normal matter
           | interact differently (dark matter interacting weakly), you
           | could imagine that the two would have different centers of
           | mass following such a collision.
           | 
           | If there's really just modified gravity without any dark
           | matter, the distribution of the regular matter would be
           | sufficient to model the gravitational dynamics but if there
           | is such a thing as dark matter, you'd see that the
           | gravitational effects would be consistent with a center of
           | mass which is displaced from the center of mass for the
           | regular matter. This is, in fact, what you see, suggesting
           | that there really is some type of dark matter.
           | 
           | https://en.m.wikipedia.org/wiki/Bullet_Cluster
        
           | zehaeva wrote:
           | Mostly because no one has found a modified version of gravity
           | that can explain all of the observed data.
           | 
           | https://royalsocietypublishing.org/doi/abs/10.1098/rsta.2011.
           | ..
        
             | kloch wrote:
             | Why not both?
             | 
             | Part of why dark matter is such an attractive explanation
             | is because there are no constraints on it. Unfortunately
             | this seems to have relieved pressure to explore and test
             | modified gravity.
        
               | xadhominemx wrote:
               | What do you mean there are "no constraints" on dark
               | matter. There are plenty of constraints. I think you just
               | have no idea what you are talking about.
        
               | kloch wrote:
               | For example, how much of it there can be or where it
               | comes from. Contrast with Neutrinos.
               | 
               | But you are correct, I don't know what I am talking about
               | which is why my comments were phrased in the form of a
               | question or literally with the words "I don't understand"
        
               | nitrogen wrote:
               | _how much of it there can be_
               | 
               | Something like this?
               | 
               | https://chandra.harvard.edu/xray_astro/dark_energy/chart.
               | jpg
        
               | kloch wrote:
               | Is that a chart of how much we think there is (model
               | fitting based on observations) or how much we think there
               | _should_ be based on how it is created?
               | 
               | With Neutrinos we know how they are created and have a
               | very good upper limit on how much there should be and
               | it's not nearly enough to explain the observed effects.
               | Same for the CMBR.
               | 
               | I'm not saying there couldn't be much more Dark
               | matter/energy than neutrinos or photons but it's a bit
               | too convenient to introduce a variable that is allowed to
               | take any value and match it to observations without an
               | explanation of what it is (besides having mass) or how it
               | is created.
        
               | nostrebored wrote:
               | Calculations involving dark matter might as well be an
               | experiment in curve fitting.
               | 
               | We won't find dark matter in your or my lifetime, because
               | it doesn't exist. It is a convenient, flexible, and
               | inelegant fudge factor.
        
           | serverholic wrote:
           | What makes you think anyone is jumping to conclusions? Many
           | explanations have been proposed but the undetectable matter
           | explanation is still the leading candidate.
           | 
           | From observations, we can see dark matter acting
           | independently of visible matter. It's very difficult to
           | explain this any other way.
        
           | digbybk wrote:
           | > I don't understand why consensus jumped to the conclusion
           | that there must be a new form of undetectable matter instead
           | trying to figure out what we don't know about gravity.
           | 
           | Is it implied in "I don't understand" that "it's not
           | understandable?" There is quite a bit of evidence that point
           | towards dark matter and away from problems in our theories of
           | gravity. We have direct evidence for forms of matter that do
           | not interact with particular fields, it would be unsurprising
           | to find other forms that are extremely difficult or
           | impossible to detect.
        
             | godelski wrote:
             | Most notably if it was just gravity then we'd expect the
             | effect to be more homogeneous. But with dark matter
             | distribution it isn't. The distribution of dark matter is
             | highly non-homogeneous and acts just like matter does,
             | creating webs and clumps. It would be weird for a field to
             | do this, especially since fields are associated with
             | particles (we still haven't found the graviton, which is
             | the exception to that statement, so far. But we also don't
             | expect to find it without a substantially larger
             | accelerator. One that would be difficult to build on earth)
        
           | colechristensen wrote:
           | Well you never really "see" anything, you see effects of a
           | thing. Especially at the edges of physics where all the low
           | hanging fruit is understood.
           | 
           | We see an effect which isn't accounted for by the things we
           | understand well and come up with several theories to explain
           | that effect. Eventually we gather enough evidence to confirm
           | or deny those theories and science marches on.
           | 
           | There are several theories as to what causes the effects that
           | are primarily attributed to dark matter, by no means is it
           | settled. But the theory that fits the best is that there is
           | quite a lot of mass out there that we can only observe so far
           | by large scale gravitational effects on matter we can see
           | more easily.
           | 
           | Sure, it could be something else but a really convincing
           | candidate hasn't come up.
           | 
           | We're in the same situation physics was in towards the end of
           | the 19th century. It seems like physics is nearly "done" with
           | only a handful of odds and ends left unexplained. Maybe it
           | is, maybe we'll get a breakthrough that opens up a whole new
           | world of physics. It's hard to be sure but over and over we
           | keep probing and not really finding significant "new
           | physics".
        
           | PaulHoule wrote:
           | My immediate take on "dark matter" was that there is
           | something strange about gravity and inertia.
           | 
           | At the galactic level, however, there is a lot of cases where
           | it seems you can see the mass distribution of dark matter.
           | They've found starless hydrogen clouds that seem to be
           | dragged around by a dark matter halo.
           | 
           | If you think about the evidence from galactic rotation curves
           | you are likely to think that "this galaxy has some dark
           | matter in it" but the modern point of view (which seems to
           | work) is that "this dark matter has a galaxy in it."
           | 
           | When it comes to cosmology at the larger scales I don't
           | really believe in the "multiple flavors of dark matter and
           | dark energy" that is fashionable now. I wonder, for one
           | thing, if the universe is really homogeneous at large scales
           | and if that breaks the assumptions of current models.
        
         | GoblinSlayer wrote:
         | Heliocentrism was proposed in the 3rd century BC. When it was
         | confirmed? Microorganisms were hypothesized in 11th century,
         | were confirmed in 17th century.
        
           | analog31 wrote:
           | 18th century, due to the consequences of Newtonian mechanics.
        
         | lr1970 wrote:
         | > the theory for that was developed in 1957 by an Italian
         | physicist who defected to the Soviet Union. (No Nobel Prize!)
         | 
         | This was Bruno Pontecorvo, Enrico Fermi's student and early
         | collaborator. One defected to USSR, another to the USA
         | 
         | > It was Alan Guth's answer to survival in the physics hiring
         | drought of his time.
         | 
         | Credit where credit is due: Andrey Linde's contribution to
         | Inflationary Cosmology cannot be overstated.
        
         | netcan wrote:
         | >>Since the gap between theory and confirmation of the theory
         | could span a whole career, young physicists need to survive by
         | pleasing their elders with fashionable theories for a decade
         | without any feedback from the physical universe.
         | 
         | There are multiple ways of defining science: a method,
         | methodology, epistemology... One definition is that science is
         | the scientific culture. Stuff that impacts culture, without
         | conflicting with methods epistemology can still change science.
         | Science in a world where generations pass between hypothesis
         | and test is a different kind of science.
        
       | surajs wrote:
       | nah, just humanity
        
       | ThePhysicist wrote:
       | There are probably 100 times more scientists doing research than
       | in the 1920's and the technological means for research are
       | incomparably more advanced, so in that regard we're definitely
       | moving at a much faster pace.
       | 
       | Progress in fields like physics is definitely more incremental
       | though as compared to e.g. the first half of the last century
       | when the foundations of modern physics were laid (quantum
       | mechanis, special and general relativity, quantum field theory,
       | ...). Then again, there are many "small" cracks that start
       | showing up in various theories (dark matter & dark energy being
       | one), so I hope we'll soon discover something as groundbreaking
       | as general relativity or quantum mechanics that explains some of
       | them and makes the universe even more interesting.
        
         | merpnderp wrote:
         | But what about the replication crisis? Was there such a crisis
         | in the 1920's? Because the motivations for things like
         | p-hacking all point at something broken in science.
        
           | YetAnotherNick wrote:
           | Back then we didn't need replication. If Freud approved it,
           | it was correct.
           | 
           | BTW this is only half joke. He is still the most cited
           | researcher ever.
        
           | dredmorbius wrote:
           | If one wants to limit focus only to the field of psychology,
           | there's been a very long history of exceedingly flawed theory
           | and experimentation, dating to the 19th century.
        
       | rcpt wrote:
       | > When the rare paper does break through, it usually does so in
       | less than 12 months, suggesting that popularity comes from social
       | media, news coverage, or via existing networks of people who are
       | already well-connected in the subject area--rather than from
       | citations in other work
       | 
       | I buy ads for one of my papers. Only a few dollars per month but
       | I like to think it's worth it
        
         | abrichr wrote:
         | Fascinating. If I understand correctly, you are saying that you
         | buy paid advertising for academic papers that you have
         | authored, is that right? Can you please elaborate? e.g. what
         | platforms do you use, which keywords / audiences are you
         | targeting?
        
           | rcpt wrote:
           | I buy ads to the arxiv link to a paper I wrote.
           | 
           | I tried Twitter (the paper is about Twitter) but seems like
           | the minimum spend is $50 per day. Also got the feeling that
           | they weren't targeted enough based on who followed me.
           | 
           | I've had a small promo running on Google search ads for a few
           | years (disclaimer I now work at Google). The keywords are
           | roughly what's in the title. I don't know if it's leading to
           | citations.
           | 
           | I don't know if anyone else has done this.
        
             | zibzab wrote:
             | Why is this so important to you that you spend money on it?
             | 
             | Do you feel it helps your carrier if you have a highly
             | cited paper?
        
               | rcpt wrote:
               | I think it's neat.
        
       | [deleted]
        
       | [deleted]
        
       | screye wrote:
       | Imo, it has to do with incentives and rewards.(in CS at the very
       | least)
       | 
       | The Hindex is a measure thats become the target. So 1 seminal
       | paper is much much worse than 10 completely forgettable papers.
       | It is also common to divide seminal work into smaller publishable
       | morsels to rack up the hindex at the cost of novelty and clarity.
       | The lack of incentive to pursue novel works, also means that most
       | papers are incremental by design. Imo, this is the biggest waste
       | of money at academic phd programs. However, the students need to
       | take their career somewhere, so an uncomfortable compromise is
       | met.
       | 
       | Another problem is how every conference is converging into the
       | same impact maximizing mush without any meaningful differences
       | between them. This has massively affected searchability, which as
       | we know leads to even greater 'agglomeration at the top'. Having
       | different standards for novelty, experimental rigor, math rigor,
       | scale, technical fit and the like would allow for accepted papers
       | to follow internally consistent searchable constraints, while the
       | diversity of target audiences accross conferences would allow for
       | different types of research to coexist. In my field, conferences
       | are only differentiated by deadlines and status. Everything else
       | is secondary.There arent too many papers. There just that the
       | quality of curation has gone to shit.
        
         | luckluckgoosed wrote:
         | Doesn't h-index prevent exactly the scenario of having 10
         | forgettable papers? Having a couple of great papers yields a
         | high h-index, but 10 forgettable papers would hold the number
         | at a low count because you need N papers with at least N
         | citations each. So a seminar paper would +1 to that h-index
         | indefinitely, whereas low value papers would upper bound the
         | h-index to their citation count.
        
           | screye wrote:
           | It kind of regresses to a median. 1 big paper, and 100 papers
           | with zero citations aren't that useful.
           | 
           | However, most top phd students/ assistant professors hover
           | around the nebulous 5-30 hindex where getting 30 citations is
           | a lot easier than publishing 30 papers. So, in most cases,
           | you will prefer to figure out quantity, because the quality
           | bar is so low. Additionally, they and lab mates always cite
           | each other which leads to a free 10-ish citations overtime
           | anyway. Lastly, authorship priority is not taken into account
           | in hindex. So, a bunch of secondary-authors can easily get
           | those numbers up at massively industrialized labs. So a small
           | set of productive 1st authorships are given lower weightage
           | than a large list of low-contribution 2nd authorships. Almost
           | all super-high hindex professors are more like CEOs of a
           | research company than primary researchers.
           | 
           | H-index, like all metrics is useful. It sort of shows the
           | median quality of papers by an author assuming that equal
           | time is spent on all papers. It is informative, but making it
           | too important in academia has led to it getting gamed with
           | counter-productive incentive structures.
           | 
           | H-index ignores away a lot qualities that are incredibly
           | important to being a productive researcher, and has led to
           | researchers with such qualities being progressively pushed
           | out of academia ever since it has become THE target.
        
         | carbocation wrote:
         | It's painful because (IMHO) the H index is just a much worse
         | approximation of something that we could actually achieve with
         | PageRank for academic citations. In that case, a bunch of
         | middling papers would be rewarded, but so too would one
         | critical paper that lays a foundation for a field.
        
           | lrem wrote:
           | I always thought that PageRank was inspired on methods
           | previously used for scoring academic papers. Now I'm
           | wondering if I misunderstood something, or my professor
           | misunderstood it first. Damn.
        
           | prionassembly wrote:
           | Wouldn't betwenness centrality be better?
           | 
           | Think of an army randomly moving through your citation graph;
           | the more particularly nodes are trampled over, the more
           | pagerank it has.
           | 
           | Now: if this army is informed about the shortest routes and
           | instead moves about optimally, the most-trampled over places
           | have higher betweenness centrality. I'd like my simulated
           | citing scientist to be smart.
        
       | tpoacher wrote:
       | My view is that, like many other fields (including notably
       | software engineering) before it, Academia has fallen victim to
       | Goodhart/Campbell's law.
       | 
       | Goodhart's law is an adage named after economist Charles
       | Goodhart: "When a measure becomes a target, it ceases to be a
       | good measure."
       | 
       | This follows from individuals trying to anticipate the effect of
       | a policy and then taking actions which alter its outcome.
       | 
       | Campbell's law (by Donald T. Campbell, a psychologist and social
       | scientist), is similar, but has a more concrete focus on the
       | predictably negative unintended consequences of using such
       | indicators for decision / policy making: "The more any
       | quantitative social indicator is used for social decision-making,
       | the more subject it will be to corruption pressures and the more
       | apt it will be to distort and corrupt the social processes it is
       | intended to monitor."
       | 
       | For example, how schools evaluated by marks end up 'teaching to
       | the test' or outright help children cheat.
       | 
       | A simple combination of the two (to misuse Donald trump style)
       | basically would say that using metrics: sounds good, doesn't
       | work; worse still, it backfires. Goodhart's law focuses on the
       | fact that metrics don't work; Campbell's on the fact that they
       | tend to backfire.
       | 
       | We have seen this time and time again in software engineering,
       | when managers try to use crap like LOC metrics, or more recently
       | "slack activity" to judge the quality of a software engineer.
       | 
       | Academia is now experiencing its own version of
       | Goodhart/Campbell's law. Between impact factors, h-indices, and
       | now REF exercises, scientific progress is but an afterthought,
       | and the system self-selects either those with a high ability of
       | navigating this monstrous maze of inane metrics created by
       | bureaucrats, or those with the ability to successfully commit
       | academic dishonesty (p-hacking, optimal division of publication
       | units etc) without getting caught, or both. And only extremely
       | occasionally, people with truly novel ideas and output, which
       | happen to somehow still manage to obtain funding despite not
       | fitting into any of the tight little checkboxes that need to be
       | ticked to get a grant on the latest grant-bandwagon.
        
         | blt wrote:
         | What is a REF exercise?
        
       | fouc wrote:
       | It could be handy to have some sort of novelty scoring mechanism.
        
       | zwieback wrote:
       | I think we're just seeing a sector getting used to a systemic
       | shift from for-profit vetting by name brand publications and
       | universities to a freer publication system with lower average
       | quality. As an engineer I'm a consumer of science publications
       | and the way I get what I need has definitely been affected by
       | this.
       | 
       | We'll figure it out eventually.
        
       | photochemsyn wrote:
       | It's worth noting that scientific progress in the Soviet Union
       | seriously stagnated in the Lysenko era due to the prioritization
       | of ideology and the destruction of independent science.
       | 
       | I'd argue we are seeing the same thing in many western countries,
       | especially the USA, under the ideology of corporate control of
       | academic research. Much can be traced back to Bayh-Dole
       | legislation in the 1980s, which allowed universities to
       | exclusively license patents (which had been developed with
       | taxpayer money) to private entities.
       | 
       | This created a new system of control and influence in academics,
       | i.e. the Intellectual Property Office. What it really represented
       | was the offloading of R & D burdens from the private sector to
       | the public sector, while retaining private control of the patents
       | generated in the public sector.
       | 
       | This means academic scientists in the USA today labor under the
       | constraints imposed by large profit-minded corporations, just as
       | academic scientists in the Soviet Union labored under constraints
       | imposed by communist ideologues.
       | 
       | This is clearly seen in the pharmaceutical and medical sectors,
       | where research into treatments for conditions is limited to
       | patentable drugs only, older out-of-patent drugs are seen as
       | unprofitable even if they're show to be effective treatments for
       | off-label conditions.
       | 
       | Another good example is the elimination of R&D programs for
       | renewable energy by the state; as fossil fuel interests
       | infiltrated government and exerted regulatory capture at
       | institituions like the Department of Energy, solar R&D programs
       | in the USA were basically eliminated in the 1980s and 1990s
       | (leading countries like China, Germany and Japan to become the
       | world leaders).
       | 
       | There was also the gutting of environment pollution research that
       | used to be funded by USGS, again due to regulatory capture and
       | threats to deny funding in the 1990s.
       | 
       | Basically, the new ideology in American science institutions
       | seems to be 'only do research into subjects that can generate
       | profits for our corporate sponsors', much as it was in the Soviet
       | Union, where the line was 'only do research whose conclusions
       | support the communist ideology'.
        
         | howmayiannoyyou wrote:
         | Excellent observation apart from the profit-minded corporations
         | bit. Corporate R&D spending has greatly increased, while USGOV
         | spending has remained mostly flat.
         | 
         | https://www.stlouisfed.org/on-the-economy/2018/may/rd-busine...
        
           | blt wrote:
           | How does this conflict with the original comment's point?
        
           | photochemsyn wrote:
           | Every major pharmaceutical drug I know of (including mRNA
           | vaccines see Pfizer) is based on publicly-financed (NIH)
           | research done at public univesities and transferred to the
           | private sector under Bayh-Dole exclusive licensing regimes.
           | 
           | Now, would a university academic overseer be pleased to find
           | their chemisty professors doing 'open-source drug discovery',
           | or focusing on alternative uses of old drugs that cannot be
           | patented (say, cannabis extracts as pain medications
           | competing with new patented opiate derivatives)?
           | 
           | I don't see how anyone can honestly argue that the profit
           | motive isn't seriously skewing (and limiting) the kinds of
           | academic research being done in US universities today.
        
       | Tuk9 wrote:
       | Just move to China. Dysfunction in the US has no fix in sight.
        
       | dahart wrote:
       | The same is true in software. The first people in a company or on
       | a project have by far the biggest impact on the structure and
       | future of the software. People who join much later focus on
       | smaller parts, and they might even be geniuses and coding
       | superstars, but they will (naturally) work harder for narrower
       | reasons on a smaller part of the project, relative to the whole.
       | 
       | Papers in established fields naturally have narrower and more
       | specific, i.e., smaller impact over time because most papers are
       | fine-tuning things, asking smaller questions, and not building
       | brand new theories or frameworks from the ground up. It's
       | expected that Newtonian physics is not going to be re-invented
       | every year, right? Newton did it, and now the questions left are
       | how gravity works at scales and speeds we can't observe everyday
       | on earth. Nobody will ever supplant Newton, because he was first.
       | 
       | I've watched this happen in my own field, computer graphics. The
       | early papers that have lasting impact are the ones that were
       | inventing the field and laying the frameworks for how to think
       | about it. The rendering equation, the shadow map and Phong
       | shading are ideas that wouldn't get published today, however they
       | were pioneering at the time. Now the questions we have are about
       | things like what is the true microfiber surface shape of human
       | hair strands, so that we can increase realism by 1% compared to
       | the previous hair models.
       | 
       | If you compare them side by side in the context of today,
       | increasing realism of hair shading is a more difficult question
       | to answer than the earlier question of how to interpolate a
       | shading normal across a triangle.
       | 
       | So, yes scientific progress is waning in the sense that we're
       | inventing fewer fields and fewer new theories. There are fewer
       | papers that are _expected_ to be or even trying to be
       | foundational, because the foundations already exist. And it's not
       | waning in the sense that scientific output has never been higher,
       | and today's papers are answering harder (and more specific)
       | questions.
        
       | gameswithgo wrote:
       | If you consider the set of all things to be learned. Some of
       | those things will be easier to learn than others. Any
       | intelligence setting itself to the task of learning things from
       | this set is going to learn the easier things first. For a time,
       | the power gained from learning early easy things may allow you to
       | accelerate the rate of learning. But eventually you will hit a
       | point where the things left to learn are so hard to learn, that
       | the rate will start to decline.
       | 
       | This does not imply something is wrong with our approach now, or
       | wrong with people now. It is a natural and unavoidable thing,
       | that the rate must at some point slow. Newtonian mechanics is
       | incredibly simple to figure out, as evidenced by multiple people
       | working it out about as soon as the tools were there to do so.
       | General relatively quite a bit harder and more complex. Whatever
       | rules tie the quantum world to general relatively appears to be
       | trickier still. Hopefully we get there some day.
        
       | fallingfrog wrote:
       | I think there are a lot of major, groundbreaking discoveries
       | ahead of us in fields like biology and applied physics. I think
       | it's plausible that we may be able to cure aging in our
       | lifetimes. I think that we're going to see breakthrough
       | discoveries in socioeconomics and anthropology too.
       | 
       | With that said, you can only discover electrons once. The last
       | new particle discovered was the Higgs Boson, and what are the
       | practical applications of the Higgs? Nothing compared with the
       | practical applications of the electron.
       | 
       | So, waning? Probably not, at least, not yet. But, we are getting
       | out into the branches of science and not working on the roots
       | anymore.
        
       | mmmBacon wrote:
       | The nature of scientific progress isn't linear so it's entirely
       | possible that progress is slowing down. I'm not sure how you'd
       | quantify scientific progress though.
       | 
       | If you've not read Thomas Kuhn's _Structure of Scientific
       | Revolutions_ , I highly recommend it because it lays out how
       | science progresses. If you think about it, most of our current
       | technology stems from late 19th Century and early/mid 20th
       | Century science. There are exceptions and different disciplines
       | experience revolutions perhaps at different rates. I don't know
       | much about biological science but CRISPR comes to mind in that
       | regard.
        
       | pizzazzaro wrote:
       | Its almost like we dont invest in it anymore...
        
       | 6gvONxR4sf7o wrote:
       | Hey dang, can we change the title to the full article's title?
       | It's:
       | 
       | > Is scientific progress waning? Too many new papers may mean
       | novel ideas rarely rack up citations
       | 
       | The current title ("Is scientific progress waning?") is so
       | clickbait that it's just getting people reacting to the question
       | instead of the study.
        
       | hypertexthero wrote:
       | No.
       | 
       | https://en.wikipedia.org/wiki/Betteridge%27s_law_of_headline...
        
         | cblconfederate wrote:
         | That law is as unscientific as can be. In fact the very wiki
         | article says that it has been empirically disproven.
        
       | dredmorbius wrote:
       | This article and the HN discussion (as I write this) themselves
       | illustrate a major component of the problem, with rich irony.
       | 
       | The full title of the article is "Is scientific progress waning?
       | Too many new papers may mean novel ideas rarely rack up
       | citations".
       | 
       | As submitted, the first, generic, clause was chosen. The second,
       | more specific clause, might at least tip off readers that there's
       | something more afoot.
       | 
       | The article narrowly addresses a specific premise: "There are so
       | many papers coming out in the largest fields of science that new
       | ideas can't get a foothold". And indeed, _that notion itself has
       | failed to gain a foothold in the ensuing HN discussion._ Instead,
       | I see numerous threads in which some popular narrative, many with
       | merits, _but not specific to the contents of the article itself_
       | are being advanced and discussed. (There are a few notable
       | exceptions, of course.)
       | 
       | As the article notes, _even within single disciplines_ , there
       | may be well over 100,000 articles published. _No single
       | researcher within a field can even keep up with the_ titles*
       | published on a daily basis, along with their other research
       | loads. As an empirical validation of this, I'll point to numerous
       | instances of high-volume data assessment:
       | 
       | - The New York Times content-moderation desk manages a sustained
       | rate of about 700--800 comments moderated per moderator per day.
       | 
       | - Facebook's content moderation data suggest similar rates.
       | 
       | - Data by Stephen Wolfram ("quantified life") and Walt Mossberg
       | (general interivews) suggest that people can handle a peak of
       | about 100--300 email messages of any significance and complexity,
       | per day.
       | 
       | At 100,000 articles/day, a researcher would be faced with 235
       | titles _per day, every day, 7 days a week, 365 days per year_.
       | 
       | This raises a few questions:
       | 
       | - Are all papers actually "paper-worthy"? (With apologies to
       | Elaine of Seinfeld: https://yewtu.be/watch?v=gfDyOyrY-zM)
       | 
       | - What is driving publication of papers? Is it advancement of
       | _knowledge_ or gatekeeping functions within institutions and
       | disciplines?
       | 
       | - What methods for capturing _useful_ and _valid_ information
       | should be applied in cases of information overload? I 've argued
       | for years that in such cases, _selection_ is less of a concern
       | than _rapid, low-cost, and unbiased elimination_. That is, it 's
       | essential to _discard_ information _which cannot be usefully
       | utilised and which will in fact impair the ability to process
       | relevant available information_.
       | 
       | - There's the meta-question (addressed by most comments so far on
       | this thread) of what the limits and value, or even _definition_
       | of science are. Whilst that 's an interesting question of itself,
       | and should probably have its own conversation, it's the least
       | part of this specific article's merits.
       | 
       | Note that HN itself faces this issue, with numerous submissions
       | daily, of which about 30 count as having made the front page. I'm
       | increasingly going through the "Past" or "Front" links to find
       | what's been curated on a given, or using Algolia to search for
       | the top submissions for a given week, month, or year. That last
       | is somewhat awkward where the immediate prior interval isn't
       | selected, but illuminating. Rates of progress and/or stasis, as
       | well as tropes and remarkable incidents, become much clearer when
       | aggregated.
        
         | dang wrote:
         | Ok, we've changed from the title to the subtitle above. Thanks!
         | 
         | More than 30 stories make the front page per day - how many
         | depends on how you want to count them, but actually 30 would be
         | the lower bound of all such numbers.
        
           | dredmorbius wrote:
           | Right. The history pages typically list about 100, and I
           | suspect even that is a subset of submissions.
           | 
           | But if you were simply to skip by period looking at front
           | page, it's 30 items.
        
       | BlueTie wrote:
       | Understandability is waning. Which in many places amounts to the
       | same thing.
       | 
       | Newtonian physics could be understood by an average child.
       | General Relativity could be understood by intellectuals somewhat.
       | The cutting edge of physics now is barely understood by the
       | people who are publishing the papers.
       | 
       | For additional progress to continue in a lot of fields we're
       | giving up a lot of understanding.
       | 
       | If we give a mouse a maze that requires understanding of calculus
       | or trigonometry to get to the cheese - the mouse just won't get
       | there. Doesn't matter how many attempts we give it - the
       | reasoning is beyond its capacity.
       | 
       | Why would humans be any different to our own upper limits of
       | understanding?
       | 
       | (mostly stolen from a chomsky lecture called "the ghost and the
       | machine")
        
         | _game_of_life wrote:
         | Indulge me with an odd potential counter-point though.
         | 
         | What if human knowledge is fundamentally both more inductive
         | and collectivist than we care to admit? After all, Hume's
         | problem of induction (that deductive reasoning stems from
         | induction) does seem to suggest this as a potential resolution.
         | 
         | Isn't understanding mostly a set of connections and
         | relationships about a thing? I can use memorized/practiced
         | knowledge of trig and calc to solve problems, sure, but just
         | like the rat if I was born 4000 years ago I'd probably just
         | struggle with the concept of negative numbers -- with near
         | certainly I wouldn't be able to invent them to solve a maze
         | either.
         | 
         | So I would argue that perhaps all knowledge and understanding
         | seems to be fundamentally inductive, and is hard to conveive of
         | with just a single person in isolation, same as a mouse. Large
         | communities of people with millenia of progress, useful
         | abstractions, and recorded insight though?
         | 
         | Perhpas understanding is scalable with communities and time,
         | and thinking of understanding on the individual level of a
         | mouse or a human is missing the forest for the trees?
        
         | goohle wrote:
         | GR is hard to understand, because it uses wrong postulates. A
         | medium (Higgs <<field>>) is present everywhere, so we can use
         | it (or CMB) as 0 point.
         | 
         | BB is wrong theory because photons are not immortal things,
         | they are losing energy with time, thus H0(s) are representing
         | rates of loss for different frequencies. Our local group of
         | galaxies is expanding, because we are falling into Great
         | Attractor and Shapley Attractor, but it's coincidence.
         | 
         | QM can be reproduced and studied at macro scale using walking
         | droplets or air bubbles in water bubble in microgravity.
        
         | dilawar wrote:
         | This. I don't even bother to read physics article in quanta
         | anymore. I won't compare some theories to astrology but if
         | someone does, I won't run to defend either.
         | 
         | I struggle with thwir math articles, but I know that if I find
         | time on weekend, I'll get the theorem (may not be the proof).
         | Knuth books feels the same. Hard reading but rewarding.
         | 
         | Biology is always pleasing to read. CS is my bread and butter
         | so I usually bookmark them.
         | 
         | PS: Masters in electrical engineering and PhD in system
         | biology.
        
           | mrjangles wrote:
           | As a general rule, if you are hearing about some scientific
           | endeavor in the popular press, it is because that science
           | isn't very important, and they need publicity to get funding.
           | 
           | What a lot of people don't understand is that there is
           | actually a lot of real science going on in physics. There are
           | two branches of physics, what you call condensed matter /
           | atom optics. And then there is Cosmology / High energy
           | physics.
           | 
           | condensed matter / atom optics is where the real science is
           | happening, and those who work in those areas consider the
           | second group to be an absolute joke. The thing is, there is
           | also a feeling of everyone working together to try to get as
           | much money from the government as possible, which is why no
           | one blows the whistle on what a complete scam cosmology and
           | the like is. It is understood at a subconscious level that
           | everyone could be hurt if academics start in fighting, and
           | people would be ostracized for doing it. Also, there are a
           | lot of bad scientists / zealots in condensed matter/ atom
           | optics just as there is in cosmology, and they would try to
           | ruin anyone who said a bad word about the church of academia.
           | 
           | Anyway, as far as real physics goes, there was great article
           | on here a while back about how we finally got to look at the
           | atomic structure of glass, and how we can finally try to work
           | out how it is put together. No one knows how glass is put
           | together, there are a number of different theories, and none
           | of them agree. That is the absolute peek of human achievement
           | in science right now, trying to understand how things like
           | glass are put together.
           | 
           | So if someone tries to tell you they know how the universe
           | was formed and all of creation came about, but they can't
           | explain to you how that window next to them works, then they
           | are clearly a crackpot, not a scientist. The most hilarious
           | part is that if you pull them up on it they will say "Oh well
           | you see the whole creation of the universe and everything in
           | it is actually much less complicated than glass, so that is
           | why we can get results in this area easier".
        
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