[HN Gopher] Too many new papers may mean novel ideas rarely rack... ___________________________________________________________________ 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". ___________________________________________________________________ (page generated 2021-10-27 23:00 UTC)