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I am a developmental autism researcher using multimodal neuroimaging, standardized and experimental behavioral/cognitive assessments, with a focus on longitudinal modeling to study condevelopment of brain and behavior. I also manage lab servers, databases, I program pipelines for neuroimaging, and I also write grant applications. I also tend towards slow and rigorous over fast and loose in publications. This is both the reason why my publication land solidly mid-high tier, never publishing in low quality journals, but also not flashy enough to into the highest tiers (Biological Psychiatry is my top tier so far, a very good journal). This preamble is to provide context: I wear many hats, and have to be familiar and competent over a wide range of things, and I must be comfortable enough to trust that I can do things I don't know, but scared enough, that I obsess in making sure I didn't get it wrong (especially if the result is suspiciously strong). How I spend my day has completely changed since powerful AI. While I still read papers, AI often helps me find relevant papers quickly. Interested in surveying multivariate longitudinal statistical models, AI can provide generally competent overviews to help me decide on directions. At times, I feel like it is a better neuroscientist than I am. It definitely has a larger breadth of relevant information at its immediate disposal. I'll run ideas against it, working hard to get it to not be syncophatic (usually by telling it that a local LLM suggested it but that I was unsure), and it can often raise points that I had not considered. At times it can even seem like it is running the show, and I'm just getting in the way: Reverse Centaur. But other times, I feel like it is helping me leverage my time to explore MY goals much more quickly, and it is empowering. Also, Opus and ChatGPT have a real functional fixedness issue, and a hard time weighing the importance if various aspects of the research question/space. It will get stuck in solving minutea while missing the obvious large problem with an approach. I would be lying if I said that I did not get you in telling it this. One does want to feel useful after all. AI today feels like a partner,and it is rewarding. I have yet to find a person that I can work this closely with. Usually other scientists are too busy pursuing another paper, etc. Once AI surpasses me, this joy will go away. I am fine with a machine being better than me in almost everything, but if it's the thing I like doing, and if it's value is only judged by the extent in which it pushes the frontiers of science, I don't want to live in that world. Most people do jobs that they are not in love with. I forsook higher paid careers in order to have a career where I can choose what to do, then work to make it happen. So I don't want to say that my experience and fears generalize, but I want AI to stay at roughly this level. A level where we aren't the meat tool, or worse, unneeded, but we are empowered for self fulfillment. |