The question was to be divided into different topics, so here comes. [image] What steps should the Julia community take to bring Julia to the next level of popularity? Community Yes, let’s bring this thread to a close. Where it’s been most useful, I think, is where we’ve …

Why does Julia lack reliability? Granted, I don’t really stress Julia out much, but seems to work fine for me?

This is not my issue either, but there are many correctness bugs due to multiple issues.

I’m only asking because my boss might read this thread, hear about correctness issues, etc., not be able to find specific ones to evaluate the severity of and push me back into Python/C++ land again. Any links you had to specific ones would help us evaluate. All I am coming up with now is this sear…

I have been using Julia full time for work for the last 3 years and I have never run into a situation where a correctness bug in the language itself affected my code or results. I have definitely run into bugs in Base and the stdlibs, like something doesn’t work as expected or throws an error when …

A group I work for at Merck/MSD are using Julia daily and in fact presented about it at JuliaCon this year: DyVE, a Framework for Value Dynamics | JuliaCon 2023 . To clarify, we aren’t working on PK/PD stuff directly, otherwise this comment wouldn’t add much because it’s already been noted how much o…

I recall that one of the biggest names using PumasAI is Moderna.

[image] Tarny_GG_Channie: this leaves us at the intersection of efficiency in development and efficiency in compute power. A significant part of my time over the last 3 years has been devoted to a project entirely developed in Julia for precisely this reason: the problem was so complicated …

To provide one datapoint to your question (and some food-for-thoughts), I managed to use Julia at work for the following reasons: it was startup, now “upgraded” as a scaleup (hence) small team => each “specialization” boils down to 1 person (or 2, for redundancy) need for GPU-specific applications…

Understanding Julia’s role in businesses

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mbauman September 7, 2023, 2:29pm 6

Speculation here isn’t very useful. Instead, I’d encourage you to look at how companies are already using the language. We’ve already had a slightly more concrete thread on this topic last year:

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Understanding Julia’s role in businesses

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