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AI seems antithetical to this. Both vibecoding and the recent math proofs have both shown that AI-driven work results in increased productivity at the expense of high-level understanding and confidence.

I keep getting this one that's like "Hi, our Chief Engineer @ <Massive DefenseTech startup> has personally reviewed your resume and wants to speak with you ASAP".

Never mind that I've never sent them my resume, and my LinkedIn is bare bones with only a job history and no description or skills. I investigate further and the Chief Engineer of this program is in his mid-20s and has only ever worked at said DefenseTech startup.

honda prelude is almost this

I can't speak to the proximal cause of the roughness and porosity, but if you've ever held a raw printed aluminum part in your hand it is immediately apparent. That said there are processes to deal with porosity like Hot Isostatic Pressure (HIP) treatment that basically crushes all the voids with immense pressure. This does come at the cost of dimensional accuracy though (HIP will compress the part somewhat).

Similarly, annealing a 3D-print to relieve residual stress does work, but it also will cause warping as those stresses are relieved. Again, sacrificing dimensional accuracy. Frontier AM companies have ways to compensate for all of these effects but it's a trial and error process for each part essentially.

At this point you're now stacking multiple processes on each other just to try to get to near-billet properties. Calibration Trials > Print > HIP > Anneal > Machine. The cost adds up quickly. It can be justified especially in non-fatigue-critical applications but it's no free lunch

crack growth in metals is driven by microscopic flaws that cause high-intensity but very localized stress concentrations. Over time even low stress levels cause these flaws to grow to the point where they start causing strength problems. Even in traditional aluminum machined parts, increased surface roughness can have a large impact on fatigue life.

3D printed parts are chock-full of these microscopic flaws, porosity, and have horrible surface roughness (most parts you see in production are post-machined to improve the finish). Additionally, the repeated heating-cooling of the layers as they are deposited builds up residual stress in the part. All just due to the nature of how they are manufactured.

It has mild strength downsides, but very severe fatigue and damage tolerance downsides. Knowing this, it makes sense that 3d printing tech would make headway in space industry but not (yet) in aviation

Just two weeks ago protonmail had a massive outage related to data center cooling failure.

you may have the causality reversed. perhaps treasury yields are rising because bond investors would rather fund data center build out than buy 10yr notes

same. long time user, haven't really noticed any major changes

Well, it was nice while it lasted.

just turned 32 and I feel this as well. I feel into a deep depression shortly after graduating for this exact reason; mourning the loss of that regular contact with similar-age, similar-interest people as they all moved across the country to start their careers. Similar thing happened a few years later when I was internally transferred to another group at work with no people my age. It's never been the same since.

I've always scoffed at paying for those "activity groups" (what kind of loser would pay for friends?), but recently I've started reconsidering.

what FPV drones do you recommend for someone just getting into it?