I was reading your comment, agreeing with it but still feeling why this is a bad comment. It just occurred to me that an anecdotal statement like this is the antithesis of scientific discourse. We have a paper here, trying to answer a question, and anecdotal testimonials can only harm the discussion by biasing readers without adding anything of value to let anyone objectively conclude anything on the problem.
The most useful discussion would be if we all read the paper and critique its methodology or results.
You may have been lucky or privileged in working in high competency environments where the essence of containerization is truly captured in the dev practices. The vast majority of mediocre eng shops do "dockerize everything" but would still end up with leaks everywhere, artifacts in s3, endpoint dependencies, mounts that depend on the helm chart etc.
IMO containerization as a principle has failed the test of making mediocre teams productive. Such teams cargo cult ape on this term and think because they've done it theyre now webscale.
I personally like to still start with "this code should run anywhere" principle. On python especially with uv now this seems like a safer bet. At the least this forces the engineers to explicitly list out stupid dependencies in the reader.
The important point is that your benchmark is pretty much irrelevant for the actual usage. Thus whatever conclusion you draw is not just irrelevant but misleading.
Im just curious how this is going to play out.. Will anthropic just stop releasing its stuff on bedrock now? Will they try to start moving their operations out of the US? If so, to where?
I know everyones excited about Football and the Knicks, but this is far more exciting and interesting than any sport could be.
Devils advocate, I also vehemently shat on RNAi therapeutics a decade back. We do have RNAi therapies in market now though. I do think Crispr will find its place similarly.
I regularly hit usage limits on CC but thats when im in the zone, and do 5 things in parallel. Thats like 5 hours a week.
I also hit limits if I do something important, at which point I make it do a loop with significant subagent counts to just review and adjust the code extensively using a bunch of frameworks. Im perfectly happy with the CC limits of a max plan, it is never something that blocks me.and when it runs out im brain fried as well anyway so thats not an issue.
Such an elegant finding. I only wish they did slightly more to validate the result further. Depleting all macrophages is a fairly drastic step. Heck, you dont even know what other tissue this affected. Theres no correlation that only liver macrophages or their iron or neuronal connections were the responsible system for the disruption observed.
If you're emailing about the job post, mention this keyword in it: serenity