Andrew Akbashev
@Andrew_Akbashev
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Scientist (PI). Doing fundamental research in #Materials and #Electrochemistry. Ex-PSI. Ex-Stanford. Run a Podcast (on Youtube).
Zurich, Switzerland
Joined March 2014
ANNOUNCEMENT: I am launching a resource for students, postdocs, faculty, industry researchers and science-based entrepreneurs. I want to make a bigger change. đ Key reasons are: 1. Students struggle with advisors, research, presentations, visas, internships, etc. Most have no
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We all know how hard it is to do a great study and write a great paper. And yet some conservative numbers are: - 400,000 published papers are fake (2000-2022). - 70,000 of them were published in 2022. - At least 10% of all PubMed abstracts published in 2024 were written with
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At first, people don't believe in your ideas - and you should ignore them. Later, they start stealing your ideas - and that's actually a good sign. It's tough. Unfair. Unnecessary. But that's how life goes. Breakthroughs start with resistance and end with applause.
Inventors and geniuses have almost always been looked on as no better than fools at the beginning of their career, and very frequently at the end of it also. -- Fyodor Dostoyevsky
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If youâre not ready to grow into an AI-INDEPENDENT thinking machine, you donât need a PhD. I want to cite the article that describes the clash between todayâs education and AI: âOnce metrics like speed and optimization replace reflection and dialogue, education mutates into
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Basically, this AI writer removes a big part of PhD education. It takes over your brainwork. Yes, it saves your time by writing for you. But you skip the essential thinking & analytical process because you don't need to write anymore. In my view, this is a dangerous road.
Holy shit⌠this might be the most unreal academic-writing upgrade Iâve ever seen 𤯠A team from NUS just dropped PaperDebugger an in-editor, multi-agent system that lives inside Overleaf and rewrites your paper with you in real time. Not copy-paste. Not a sidebar chatbot.
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Scientists have no time for peer reviews. So, real AI Reviewers are taking over. OpenRxiv is integrating an AI reviewing tool to get 30-min feedback on biomed manuscripts (Nature News describes it in detail). AI Reviewers give advantages (my view): - No more Reviewer # 2. This
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The dark side of academia. Thoughts on âShould I stay in scienceâ. And the principle of âscience & students firstâ. When you look these insane numbers, you feel bad about academia. For example, in the field of capacitors, 2128 reviews published in 2 years, which is ~ 13% of the
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Admissions disaster. And a lesson learned. 665 students (8.5% of freshmen) failed elementary and mid-school calculus at the University of California in San Diego (UCSD). 80% couldnât solve this: 10 â 2*(4 â 6x) = 0 UCSD is among the top universities in the country. Why this
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Postdoc is still very popular in science & engineering. Perhaps, thatâs why it doesnât get much better. 2004: 49.2% 2014: 47.9% 2019: 45.5% 2024: 45.8% This is the Postdoc Rate according to the NSF SED reports. Despite low salary, under-appreciation, anxiety and uncertainty.
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Postdoc time is often harder than PhD. You have little time. Competition is higher. And you MUST stand out. + Your contract may end any moment. + Your salary is often low (for your age/education). + Youâve just relocated and prepare to relocate again. No wonder that Max
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arXiv has banned reviews in computer science. Should research journals do the same? đFor arXiv, the reason is obvious: 1. Citations = money, funding, awards. Unethical scientists want more citations. Some of them âorderâ citations from the paper mills that produce reviews
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Pressure to publish jumps. And researchers have no time to do science. (New survey from Elsevier) Survey of 3200 researchers: 1. Only 45% of scientists have sufficient time for actual research. 2. For 68%, the pressure to publish today is greater than 2-3 years ago. 3. 29% of
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The more papers, the better. Keep publishing. Science needs papers. Your advisor needs papers. Your university needs papers. Quantity wins. Itâs the only way to make your profile stand out. The only way to make an impact. The only way to impress everyone. If you canât be
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