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Quoting from that Derek Lowe link to http://blogs.sciencemag.org/pipeline/archives/2015/04/02/sil... since it seems to describe your situation almost perfectly: > There’s another problem that’s not unique to [Silicon] Valley, although it does tend to give people a bad case of it. That’s the “Clearly I’m smart and successful, so clearly I have something to offer in this other field over here” one. We all succumb to that one now and then; it’s human nature. ... If you’re used to being able to sit down and bang out code, any time, anywhere, with all kinds of tools (libraries, compilers, virtual machines, what have you) at your fingertips, then yeah, working up a new assay protocol in a cell line is going to seem agonizingly slow. Multibillion dollar ideas can be cranked out in the coding world very quickly, if you hit the right place at the right time, but just you try that in the lab. ... The real bottlenecks are figuring out what assay to run, and what to do with the data once you have it. ... > As much as I might like to see something like that happening in biopharma, though, I can’t quite make myself believe it. Technology, Silicon Valley style technology, is human-designed and human-optimized for other humans. As human beings, we’re playing on our home turf there. But the biology of disease is an away game if there ever was one. The inner workings of cells and the ways that they work together are flat-out alien compared to anything we’ve ever built ourselves. People who are used to coding up apps have never experienced anything like it, and many of them don’t seem to realize that they haven’t. Expecting the sorts of behavior that you get from human-built technologies, and expecting the same effects from the techniques that work to optimize them, is an expensive accident waiting to happen. As a related example, in the early 1990s AutoCAD thought they could enter molecular modelling, since they figured they could leverage what they knew from designing structures to design molecules. https://www.fourmilab.ch/autofile/www/chapter2_82.html . You'll notice the lack of success, and HyperChem is a dead product. |
I sure hope you know what you're doing.