In many cases, foundation models are used as the starting point for generative AI systems. Generative AI refers to a category of AI systems that can generate new content, such as text, images, or music.ĬhatGPT is powered by a Large Language Model, which is a subcategory of a class of models, called Foundation models. The rest is elementary school math: it does not pay off. So the bet is losing 15 years at less than half pay for a one in 100 chance of getting a mil - which is often split, so the most likely return is half. If you are genius you may do it in 15 years after which you receive a million plus the higher wages from selling your fame - which would only bring you to industry standard wages. This typically takes 20 to 40 years working in academia at academia pay rates (i.e. Say you decide to get a PhD and tenureship in order to get a Nobel. One example I calculated as a young physicist: All others will pay dearly for fame but not fortune. irrational, emotional, etc.) factors to the equation may arrive at net positive. I mean the economic equation for a young person who can chose to play along or do his own thing: It never works out. To be very clear: I do not mean the pressure, self-confirmation bias, not-invented-here syndromes, ivory tower delusions, ego maniacs. It is the reason why I left academia decades ago. At least all elite shops I personally have encountered work like this. #phd #education #engineering #STEM #students We should STOP trading our passion for glory. We should STOP focusing on taking “professional selfies”. It is an excellent example of HOW to react to manipulated papers and unhealthy lab dynamic. I am happy that Stanford showed courage and carried out investigation. Instead, you should demonstrate you can win a race. In many places, you are not required to be creative and knowledgable. Most PhDs don’t see themselves in #science anymore. Why? To ensure the #university ranking and recognition is going up.ģ. Life-draining tenure requirements that fuel the rat race. There is even a special lengthy page on Wiki called “Replication crisis”.Ģ. 30% of all scientific articles may be fake products of paper mills. Thousands of FAKE #research articles are published. Wonder about the results of this “culture”?ġ. Peter Higgs said he could NOT replicate his discovery in today’s academic climate: “Not enough peace and quiet in the present sort of climate to do what I did in 1964”. Outcompete everyone in your field.Īlbert Einstein remarked: “An academic career, in which a person is forced to produce scientific writings in great amounts, creates a danger of intellectual superficiality”. Sounds familiar? It's not only about this case at Stanford. Stay in the shadows of those who can bring cool data to the Big Prof (or even president). Not able to produce “favorable results” in the lab? You are a “loser”.
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