We're transforming Medical Information in life sciences with AI-driven solutions, enabling companies to keep pace with evidence generation and optimize interactions with healthcare professionals and patients. Backed by VCs and unicorn founders, we're building the next generation of tools to modernize how medical information is managed and delivered.
We're looking for a highly skilled and passionate Full-Stack Developer to join our engineering team. In this role, you will be instrumental in building and scaling our AI-native SaaS (Vue.js/Flask/MongoDB), working closely with our co-founder and CTO.
Трудящиеся Советского Союза! Ещё теснее сплотимся вокруг коммунистической партии и советского правительства, мобилизуем наши силы и творческую энергию на великое дело построения коммунистического общества в нашей стране. Да здравствует нерушимое единентне партии, правительства и народа!
Workers of the Soviet Union! Let us unite even more closely around the Communist Party and the Soviet government, mobilizing our forces and creative energy for the great task of building a communist society in our country. Long live the unbreakable unity of the party, the government, and the people!
So acedemical research isn't relevant to new technologies anymore? Then one might conclude that most technology driven research is done in private companies rather than in public academia.
By definition the new is not always obviously the next, so "not relevant" requires a crystal ball for anything other than basically already established industries.
Deep learning is beyond what VLSI was for the transistor, for example.
Not as much as it used to it would seem. And that has got to do with some major misalignment in academic institutions. I don’t even want to sound off on all the BS “research” that’s going on in humanities (and which worryingly spills into STEM at an alarming rate).
But even STEM research itself wastes too much time with costly self-serving objectives, rather than shooting for breakthroughs that lead to actual applications. Take CERNs large hadron collider, which has produced preciously few new insights, despite costing a fortune in taxpayer money. The Higgs boson is all well and good, but it’s hardly a new finding.
Or take mathematics’ famous millennium problems, where only a subset (eg. P vs NP) would lead to practically useful new insights. By contrast, solving some obscure numbers theory problem would benefit humanity how exactly?
I think it's the opposite. Science stagnates because the system focuses too much on justifications and practically useful results and too little on curiosity.
For a few decades, the prevailing school of thought in public administration has focused on justifications. You must always justify how the public will benefit from the proposed use of money. Then you must report that you used the money for justified reasons. The administrators will also audit you to ensure that you didn't use the money for frivolous purposes.
As a consequence, you can't get funding for studying something you find interesting. Instead, you must always justify how your research will benefit the public. If you manage to get funding, you must spend a lot of time reporting how you used that money and what it did enable you to do. Those reporting requirements are also one of the major reasons for the administrative bloat in the academia.
The general public does not want to fund BS research, and science stagnates largely as an unintended consequence of that.
Private companies are often quite happy to fund an academic research group for a specific project. They also sometimes use this as a source of pre-vetted, competent future hires for R&D positions.
The focus is quite different in private companies and research institutions.
Yes, but why? How can taxpayer-funded research institutions morally justify doing research that doesn’t increase our collective wealth or at least lead to some useful application in the short term?
Because aprior it's not really clear what does increase our collective wealth. For example, the whole quantum age (and hence the silicon age), came about from people trying to understand the spectrum of radiation emitted from a heated box. If you spoke to someone at the end of the 19th century they'd probably think this was a waste of time, and tell you that people should be trying to make steam engines more efficient.
> How can taxpayer-funded research institutions morally justify doing research that doesn’t increase our collective wealth or at least lead to some useful application in the short term?
It is not obvious that fundamental research does not “increase our collective wealth of lead to some useful application”. Just not in the short term, usually. Despite a lot of economics theories, companies being directed by their self-interest or that of their shareholders does not lead to good outcomes over the long term. Someone needs to do it, who’s not going to be limited by ROI over the next 5 years. In practical terms, this can only be public funding.
Taxpayer-funded institutions justify it by pointing out that if there are short-term applications, companies tend to already do the R&D themselves, therefore public money is not needed to have good outcomes. The alternatives are:
- research in private institutions with public money (the big pharma model), which has obvious ethical issues when said private institutions make billions off of publicly-funded research.
- public institutions funding short-term research through things like patent licensing, which is quite impopular (there is a strong argument that public institutions’ output should be public; governments are not corporations).
- governments not funding research at all, which quickly leads to countries falling hopelessly behind as you cannot count on corporations to give a fuck about public good.
Overall, it seems like a good idea to let everyone do what they do best: corporations focus on bringing stuff to market and applications developments, whilst institutions with a longer outlook focus on things that could be used in applications 20 to 100 years from now.
I would say for cs this is largely true now? At least for deep learning stuff my impression is pretty much the most impactful stuff are coming from the big tech companies. Academics sort of pick the scraps around them. I mean Google (deep mind) were the ones who figured out protein folding and for a while quite a lot of academics were jittery that they'd keep that knowledge to themselves.
The only theory I'm aware of, which the "proof-of-stake" approach is based on, is some form of "game theory", my translation - "people won't do evil stuff since it's against their interest", which generally aligns with people being rational and basing economic theories on top of this thesis.
Every major chain except bitcoin and ethereum is proof-of-stake now. And in less than a year, ethereum will be proof of stake. People that say proof-of-stake "won't work" have no idea what they're talking about.
>People that say proof-of-stake "won't work" have no idea what they're talking about.
My understanding is every POS blockchain is centralized and not secure.
Can you name a POS blockchain that you think has achieved sufficient decentralization and security so we can test your claim?
PS: How about answering the question instead of preemptively downvoting and attempting to shutting down the conversation. If POS truly works, you should be happy to provide an example or even multiple examples. Any reluctance is a red flag...
In my opinion it's because it has not happened yet. Yes I know about the etherium experiment that has been delayed many times but may be running currently, but the crypto community seem to prefer the proof of work.
They prefer POW because it's actually more secure and decentralized. ETH POS results in a smaller group of people controlling the network, majority of fully validating nodes running on AWS, and introduces massive collusion/attack risks.
ETH POS has many of the bad characteristics current central banks have...
How do we tell “the market” from the half a billion fake dollars being pumped into the exchanges each day and the fake volume being traded between exchanges that hold significant amounts of USDT they know have no value when hell comes down but they need to respect until that point to keep the delusion going long enough to make more on new crypto than they are already under water?
I have a sense that a healthy maker analysis would show that the market does indeed care, but there’s to much fraud in the mix for it to be clear unless you dig out the details.
Give it time. Almost no one knows what Tether is. It's also a really technical, and thus niche, topic, not a lot of people understand the scam. Eventually a regulator body will finally do something about it.
Not really. Reproducing research can create surprising results (if it doesn't match what you're trying to reproduce), and novel research can be unsurprising (if practice matches with the theory).
it's not about Gödel, it's not about wether physics or mathematics is more fundamental, it's just about how we develop and refute scientific theories in order to describe nature in the best possible way.
We're transforming Medical Information in life sciences with AI-driven solutions, enabling companies to keep pace with evidence generation and optimize interactions with healthcare professionals and patients. Backed by VCs and unicorn founders, we're building the next generation of tools to modernize how medical information is managed and delivered.
We're looking for a highly skilled and passionate Full-Stack Developer to join our engineering team. In this role, you will be instrumental in building and scaling our AI-native SaaS (Vue.js/Flask/MongoDB), working closely with our co-founder and CTO.
Apply here https://www.avayl.tech/jobs/fullstack or email us at hr@avayl.tech