You have a reply saying that a heatsink won’t fix the problem. That person is deadass wrong.

I’m assuming you mean me. I suggest you read what I wrote again before you apply your “years of experience” because your terrible advice will leave OP with a dead PC in a couple years at best. I’m not saying an nvme heatsink won’t reduce the ssd’s temps. I’m saying you’re setting a heatgun at 100C, aiming it at the nvme and now attempting to fix the “heat issue” with a heatsink. The nvme temps are the tree in the forest and OP is better off addressing the core problem, airflow, which will both reduce nvme temps and prolong the life of the entire pc.

The problem is that the ssd gets hot when it does stuff. A passive heatsink provides more thermal mass and more surface area with a greater capacity to transfer its heat into the air. That will, 100% improve things.

Wrong. The SSD also gets hot when the rest of the PC “does stuff”, including the cpu and/or gpu which are often the leading contributers to internal temps. More thermal mass and surface area will mean little if the ambient temps are high. You have all these case manufacturers making high end cases with 8+ fan mounts for a reason - because of how important moving hot air away from the hardware components is. Your solution will absolutely not improve things a 100%.

I am speaking from years of experience when I say the following: a half inch nut from the hardware store superglued to the package

Please don’t do this OP. Superglue typically bonds two materials via chemical reaction and will damage your hardware, removal will also be a nightmare depending on the glue. I’m assuming OP wanted to say thermal adhesive but superglue sounds more “hack-ey” when trying to impress a novice I guess.

Your doubts are warranted. Heatsinks at best drop component temps to ambient temps, so the heat from the cpu and gpu in such a tightly packed environment will severely limit any benefit it can offer. So this is sort of like debating whether to upgrade from 2" plastic wheels to 3" rubber/steel wheels on a pickup truck.

Heat is the enemy of electronics and considering the cost of internal components, investing in even an ultra-budget case with 2-3 fan mounts and some fans will always be worth it. Because if the motherboard dies tomorrow, most people would find themselves up shitts creek without a paddle.

If anyone wants to help, you’re more than welcome. If not, don’t get in the way. Save all the hating for some place worth it, not at someone who’s trying to do sth positive.

FYI what I gave you was (in my eyes) constructive feedback without hate. Not a great way to respond but I get that all the “AI boo!” folks have you on edge.

Community participation is great and all but imho the community at large won’t participate unloess you meet a minimum threshold of quality they’ll want to build upon. A single, well structured course offering would be easier for the community to build upon (and add other courses and subjects to), than 70/100 unpolished, unaudited courses.

Again, I’m basing this solely on my experience running what seemed to be the most basic course (math/fractions) and it’s entirely possible that I only found it poor/confusing because I’m ill suited to the style of teaching.

Best of luck on your project.

there is nothing earlier to prepare someone to answer this question

I did the math/fractions exercises and found exactly the same. By the end I found it easier to completely ignore the directions and simply use own/prior knowledge to get it over with.

OP I don’t care that you used AI, but at first glance it seems like you need to go through closer to 100% of the questions from the perspective of a newbie to the subject, not 30%. Going by just the fractions exercie, I feel like asking for improvements/feedback at such an unpolished stage is beyond premature.

every single published study shows that AI makes developers worse.

Can’t thank you enough for this list!!! I asked anti AI folks and the best I got was a study on AI assisted essay writing with 8 people per control group. The rest were insults, mockery, shifting goalposts, so naturally, as someone who just arrived at the fence, I found myself siding with the less troll-ey side. My guess is this is more an issue of “worse than an enemy is an incompetent ally” because any single study in your list would have done it for me.

This study has some positives on AI use in coding, but I’d exercise caution due to the tabloid-ey nature of using the term “AI-slop” everywhere in a study that’s supposed to be unbiased.

page 9’s wording does state that it is maintainer-estimated, and specifies the terms “low-quality” and “slop” as the qualifier for the 25% figure

I’m not seeing it. This is the sole relevant statement on pg 9 where they simply define AI slop in a general way that avoids tying it in with their measurements:

“AI slop” are low quality AI-generated contributions that are unlikely to be worth the review time they demand.

In addition to the explicit ‘and/or general AI use’ statement, there are several red flags here that make me think this is a low quality study to be taken with salt. Or maybe I’m cynical and using the term ‘slop’ to push a research study is both unusual and suspect.

you’ll see that “slop” in the survey does not refer to AI-driven PRs in general, but to specifically low-quality AI-generated PRs.

This part is actually unclear. The question posed to survey participants that allowed researchers to determine a PR was “AI slop” is left out of the report. And this line under the chart showing “25% slop etc.” is troubling:

Average estimated percentage of incoming PRs that are low-quality and/or AI-generated

How this particular question was framed is of critical importance here and without it, it’s easy to assume that all reported AI use was broadly categorized as “slop”

Sadly I could not find a way to access the full list of questions used in the survey to confirm this.

It looks like it was more of a survey and afaict, participants weren’t given an opportunity to distinguish between “AI slop” and high quality AI assisted contributions (so were all AI contributions reported as “slop”?!)

To answer your other questions, this is the relevant part:

Across the board, genAI reduces estimated task time across all six measured activities in the pooled sample, with the largest gains in code authoring (−52%) and code review & feedback (−44%), and smaller but still meaningful reductions in technical discussion (−20%) and discussion on proposals (−19%)

Productivity gains are most often reinvested in addressing technical debt [66%], adding new features [63%], and learning/upskilling [58%] … genAI productivity is invested right back into OSS projects. In other words, genAI is not shrinking the overall OSS workload so much as reallocating it toward highervalue and longer-deferred work, from debt paydown to skill-building.

It’s not all clear weather and blue skies though. My interpretation of the findings is that there definitely are challenges to address, but also that those that take the effort to address and integrate AI usage see the most in terms of net positives.

You can download the full report here.

tiring

Hate to tell you this but that’s probably a core feature here.

Someone was trying to argue here that code is less about what it actually does and more about the feelings that drove them (as distinct from thought processes or motivating logic behind them) and since AI betrays this, must AI disclosure blah blah!!!

Once arguments have entered the realm of absurdity and legitimate discourse is overshadowed by bad faith discussions of shifting goalposts and gish gallops, the only question that remains is who stands to gain the most from the english speaking world being slow to adopt AI.

Once reasonable heads have left the room and decline to discuss any topic on AI (because they expect the toxic environment devoid of reason), only agenda driven collectives and a handful of their useful idiots will steer future discourse.

What would be the point of jumping through these hoops in the first place? As OP pointed out, the disclosure requirement is itself irrelevant due to the amount of scrutiny the code goes through. So we’re forcing disclosure to… shame AI users? Discourage its use?

The quoting bit is just me teasing you and the edit was just that I said “you” when I should’ve said “they” in the first sentence. Sorry to disappoint, I guess.

Also, accusing others of deleting or editing their comments while using an account that isn’t even a month old kinda looks like projection.

Interesting interpretation of my comment. Do you often feel that people on the internet are out to get you?

You said I “argued for” open source, copyleft and how copyright should not exist at all.

I’m not OP. But I think OP has you pegged.

I get why the quoting bothers you, but ime, people with a particular style of ‘reasoning’ tend to go back and edit or delete all of their comments.

I literally never said any of those things. Do you want to engage with people or just have fictional discussions in your own echo chamber?

Also, are we forgetting that AI models were trained by stealing from a fuckton of people? How are folks ok with this? Why is the discussion solely about how well the models work? Where is everyone’s moral compass?

Also considering how often you miss the mark with it, maybe look up what psychopath actually means…

Let’s say you get your wish and everyone is judged on their ability to play chess. You now have two prospective employees for an administrative role and both have a similar chess rating. Which of their other skills or achievements are you going to factor when making your decision?

As time goes by, you just learn to understand that some people are just not worth your time.

No u

Children don’t typically express honesty with ‘fuckstick’. ‘Childish’ here is used to refer to the absence of capacity or ability to engage in constructive discussion. But feel free to keep painting ‘fuckstick’ in any shade you like. I personally prefer ‘Yo mama’ jokes when I lack the ability to win a particular argument.

Then they would still fare poorly against those who both excel at chess and have gone to college.

Sure, but if ‘fuckstick’ is your sole ‘argument’, you can’t exactly call foul when someone declines to engage with you for being childish.

Do you have an actual counter to my original argument or are you just going to throw vague insults at anyone who disagrees with you like everywhere else you’ve commented in this post?

Sure, but calling people fuckstick isn’t used on a large scale to shut down conversation, there is a qualitative difference here.

Maybe if ‘fuckstick’ was followed by a coherent argument. But instead of providing one, OP just continues to throw insults about their reasonable perspective somehow being ‘smug’ in some way. I’d call that childish too.