Please commit more blatant academic fraud
141–150 of 365 posts
Re: Please commit more blatant academic fraud
#142I'm really happy to see this article here. I quit my PhD where I was working on AI partly because of the "mundane day-to-day fraud" that the author and I observed in the field. Once you've read enough papers, you can easily see a kind of recipe to an academic paper. Present a new method, compare against a baseline, discuss the differences in the results found. To me, some researchers just follow this recipe and do no…
> I felt a lot of anxiety about sharing my research in this environment and felt pressure to make my work seem like it was the best solution for every problem when in reality there are more nuances. I am curious what kind of pressure you are referring to. It's your work and your decision how to present it to the world. As far as other people's research is concerned, academics can express their opinions by participati…
I published a single paper with my advisor. I asked questions that a peer reviewer would have asked, and my concerns were basically ignored. It was more important to publish than be accurate and precise with wording (partly due to length limits imposed by the publication). Pushing back harder likely would have had a deleterious effect on my progress in the program. It would have been career suicide.
Worse, the topic was nothing more than rehashed results from a paper he published years earlier. There was really nothing even worth publishing. This was but one example that showed me that academia is endemic with fraud.
Eventually I killed that career path, because I could never participate in such a fundamentally corrupt system. There will be no reform here without Revolution.
Re: Please commit more blatant academic fraud
#143Re: Please commit more blatant academic fraud
#144The idea that a field can be reformed by making it worse until it suddenly faces a reckoning and emerges much better is ... I don't know where people keep getting the idea that this might work. It has never worked in any field ever in history. The thing that can happen: fields gradually split into rigorous and non-rigorous camps. Like with evidence-based medicine, or chemistry/alchemy. Depending on the field, either…
It's interesting that programming used to be rigorous. Whole programs were written out and verified before anyone would invest the computer time. IBM had a range of flowchart templates for it! Then the growing availability of computing resources flipped the cost-benefit calculation in favor of getting it done at any cost, and quality control processes haven't been able to keep up.
#1 In the early days, you had very little between you and the executing machine. Your programs were more ways of doing things to ensure a particular machine would get you a reasonable answer, and it was far easier to communicate the totality of the stack, software+hardware combined.
#2 Compare the picture of the 60's-90's programmer to the programmer of today. You had to know the hardware, and do cartwheels to decompose your problem to be solvable within the constraints of the machine which you had to run it on. You were a professional optimization problem solver+a studious cross-referencer (libraries and dependency management were not as mature as they are now, nor were there as many Virtual Machine constructs to foster write once, run anywhere.
#3 Libraries were a case of build it yourself, or you ported something else by figuring out the toolchain + operating in a much smaller network of professionals to reach out to for guidance.
#4 There weren't many if any concessions to programmer "comfort" (IDE's), less static analysis (as far as I'm aware), and good luck finding documentation without paying for it.
Now: >Many programmers are blissfully unaware of cache coherency, memory hierarchy, or the quirks of the hardware/filesystems they run on. The hardware is "the compiler writer's job" or "those driver writer's problem" (smh?), the filesystem is Someone Else's Problem...
>More and more, the solution looks more and more like "throw more hardware" at the problem to create more abstraction, which requires more intermediate steps, which takes more compute...
If for no other reason, software is disgustingly hard to Quality Control for because nowadays, it's more about having access to development talent to make the core system architecture, no matter how inefficient or bloated, maintain it, and extend it rather than boiling things down to least computtational overhead.
When you've got a thing built on a constantly shifting Tower of Babel, where your artisan knows less than a 10th of what their total set of dependencies are doing, and oftentimes are selected for their willingness to sit down, crank out the requirements, and not balk; it truly is a miracle when Quality software actually happens. Test coverage alone isn't it. Nor is refactorability, or readability. You have to have the right Software for the right people, at the right time, for the right costs, to bring about the right constellation of jobs done, to create value. None of that value, in modern thinking, should be intrinsically tied to the people making it. In fact, I have a theory that the market is trying to get away from that by favoring designs where everything you need is in the automation code itself, as it obviates the concept of the "heroic wizard coder" as we know it. Part of this Quality too, is you have to actually care about the people you are implementing for. Any programmer can create a program that works (painfully). It takes a sharp one to make something intuitive, quick to learn, and a pleasure to work with without being godawful slow.
I'd say Quality software is not something you set out to build (at least the way the Market driven ecosystem we have today works), but a happy accident when you combine all the right factors to get the job done you set out to do and keep it that way. But the roadmap to getting there is the hard part.
If anyone ever wrote a dynamic code generator that worked like a database optimizer (imagine Select implementation FROM C Where INPUTS(x1,..,xn) AND OUTPUTS (y1,...,yn) WITH CONSTRAINTS (z1,...,zn)), we'd all be out of a job, possibly all the healthier for it.
Who am I kidding, we'd all just be query writers and optimization engine babysitters for it.
Re: Please commit more blatant academic fraud
#145Earlier quoted context omitted.
You would think that allegedly driving a PoC student to suicide would count for something in the PC twitter sphere…
Are Asians PoC? I thought they were not and that was literally the only reason the oft repeated phrase “black and other PoC” didn’t literally translate into “not white”.
Re: Please commit more blatant academic fraud
#146The motivation behind it is very simple: eye-watering salaries in the field. Moneyed people are ready to pay these salaries because a lot of them have succumbed to hype equating "AI" (that phrase alone is complete bullshit) to something bordering on "magic," and bringing equally magical money making opportunities. The prospect for business owners to get rid of white collar workers in a manner not unlike how machines…
So, in other words, there really is not any "publish or perish" in academia. It's simply that to outcompete your fellow graduate students in getting a top job in industry (or a tenured position in academia) you need to have the most publications with the most "novelty". And that can be justified at any cost. So, is this, at the end of the day, that the ratio of students willing to study graduate level studies, and jo…
This is bad and shouldn't be emulated in other industries.
Re: Please commit more blatant academic fraud
#147The motivation behind it is very simple: eye-watering salaries in the field. Moneyed people are ready to pay these salaries because a lot of them have succumbed to hype equating "AI" (that phrase alone is complete bullshit) to something bordering on "magic," and bringing equally magical money making opportunities. The prospect for business owners to get rid of white collar workers in a manner not unlike how machines…
So, in other words, there really is not any "publish or perish" in academia. It's simply that to outcompete your fellow graduate students in getting a top job in industry (or a tenured position in academia) you need to have the most publications with the most "novelty". And that can be justified at any cost. So, is this, at the end of the day, that the ratio of students willing to study graduate level studies, and jo…
By the way, tenured positions do not pay eye-watering salaries. It's still the same vicious low stakes.
Re: Please commit more blatant academic fraud
#148Earlier quoted context omitted.
Imagine if this happened in private enterprise, like at Google. The press would be all over it 24/7.
You mean the number of suicides at foxconn? The forced labour that is likely contributing to many of the large mobile phone company bottomlines. The blatant benchmark fraud that happens all the time by all the large GPU and CPU manufacturers, I could go on. But I don't see the press all over this 24/7 t all, maybe some small niche outlets sometimes. In comparison the scrutiny that the academic world is under (if we r…
There are fewer suicides at FoxConn than would be expected given the age profile and number of their employees. If you employ hundreds of thousands of people some of them will kill themselves for reasons entirely unrelated from work. If they live in work dormitories they’ll do it at work.
Re: Please commit more blatant academic fraud
#149The idea that a field can be reformed by making it worse until it suddenly faces a reckoning and emerges much better is ... I don't know where people keep getting the idea that this might work. It has never worked in any field ever in history. The thing that can happen: fields gradually split into rigorous and non-rigorous camps. Like with evidence-based medicine, or chemistry/alchemy. Depending on the field, either…
Re: Please commit more blatant academic fraud
#150One big problem in our society is that there is a Darwinian selection process occurring which selects for psychopathy. It's only going to get worse. Psycopaths are attracted to power and are willing to do anything for it so they are more likely to get it. Power comes with money. Money allow psychopaths to have more children. The children are more likely to be psychopaths too so they will also end up in positions of p…
Anecdata and not medical advice, but I used to think up a lot of things like this before I started taking SSRIs.