With my kids we did Le Robot from hugging face over the Christmas break, it was a fun project to put together the kit and get the follower arm to follow the leader. You can also train ML models with it etc https://huggingface.co/docs/lerobot/en/so101
Exactly. If he cared that much he could quit and live off of his millions trying to help mitigate the damage by informing the public of what is pending and ideas on how to push back.
It's not a calling that's suited for everyone, some people spend their whole lives trying and accomplish nothing.
I lose little respect to someone who sounds the alarm for others but chooses the easy path for themselves. There are so many who won't pull the alarm, or outright try to prevent people from doing so. We only have so much time to spend.
Seems like a weird take. Poets, musicians and artists have a very long history of inspiring and contributing to movements. Some successful, some not successful. Sometimes heeded and other times ignored until it was too late. But to say being a poet is not trying to inform people is ignorant at best, and is a claim that will need evidence.
Its top 100 or so subreddits are moderated by the same ~10 or so individuals who impose their ideological views on the subs and delete posts or ban anyone who dares challenge them.
A great example of how community moderation inevitably slides a platform to one side or the other of the political spectrum.
I honestly don't think mods on reddit should be allowed to moderate more than 1 or 2 of these top sub-reddits, this would at least force some semblance of diversity of thought on the platform.
I think you’re dramatically overestimating how many sane adults would want to mod a top 100 Subreddit for free. It’s a job that generally only attracts the very dedicated, the very bored and/or those who’ve figured out how to monetize it.
Could you analyse AB InBev's stock performance in that period? Because it doesn't look bad to me. [1] It looks like it was $65 before the boycott in April 2023, falling to $55 a couple of months later. But it was back up to $65 by the end of the year. It sits at $80 today.
If I hadn't told you the date of the boycott, would you have been able to spot it on this chart?
Budweiser stock did recover, but they haven't (afaik) repeated the behavior that got them boycotted in the first place. It appears that this boycott achieved exactly what was sought.
I'd agree that this is a rare exception, and that boycotts are almost never successful. But this really is an example of that unicorn.
I've been thinking about this and using Rust for my next backend. I think we still lack a true "all in one" web "batteries included" framework like Django or RoR for Rust.
Maybe someone should use AI to write the code for that...
Sugar free coke is not as bad as sugar-ful Coke but it's still bad. Many of the cheap sweeteners have been linked to cancer. They still fuck with the brain and hormones and make you want salty foods and/or more sweet tasting things.
So yea, how about drinking water as your primary source of hydration?
If you are poor, the last thing you need is Diabetes, Cancer, Hypertension, Cardiovascular disease, etc.
The problem also is there is a huge amount of fraud with SNAP with people claiming benefits for multiple people and then reselling their SNAP cards to just make cash. The people buying the endless cases of Mountain Dew often have just bought a 50% discounted SNAP card off some other person who isn't starving at all.
"Linked" to cancer at outrageous consumption levels. No artificial sweetener on the market is remotely as dangerous as sugar. Risk should never be examined in isolation, but only in comparison with the alternatives.
And where is the evidence of widespread fraud? The MAGA crowd keep pretending everything government is full of fraud, but they keep faring abysmally at finding said fraud. The problem is not fraud, but wasted effort. Most things government involve a lot of duplication of effort because everyone wants a piece of the pie. And all too often they spend a dollar to save a dime. A pair of examples illustrates the problem:
1) My wife tried to buy what turned out to be a 31 pound watermelon. Oops, has to be weighed on a properly certified scale to be allowed to sell it--and every such scale they have only goes to 30 pounds. Once the problem was identified the manager proposed a simple solution: sell it to us for the price of 30 pounds of watermelon. Not even a minute.
2) DMV. They made a field too short, two people used different abbreviations to fit into the field, the registrations didn't match and the unused portion of the old registration that should have transferred over didn't. By the time it was fixed IIRC 4 people had been involved, something like an hour passed. Over what turned out to be $6. (Not that I knew the number when I squawked.) The vast majority of that time was spent trying to document to the system that it was proper. Nobody with the authority to simply say moving this money is proper, do it.
And the related problem of politicians always wanting to visibly do something. Lots of duplicated effort because of this. Locally, several professional type fields require a separate business entity for every licensee even if they are part of something else that is licensed. A few hundred dollars a year per person for absolutely no benefit to society.
You're going to get very bored just drinking water all day every day. Why can I buy coffee to make my water more interesting? Why can I buy Kool-Aid and pour 12 tablespoons into a glass, but I can't buy a Coke? What about a diabetic who is out and needs a quick sugar fix?
Might as well tell people they also just need to eat plain rice for every meal too.
I get there is some fraud on SNAP. I know people on SNAP. Most of them use every single cent on decent food. I've seen fraud, though. In Chicago I would place a bet that most non-chain convenience stores will sell you cigarettes on SNAP. Some of them absolutely sell weed on SNAP.
But the bottleneck is generating embeddings either way.
memchunk has a throughput of 164 GB/s. A really fast embedder can deliver maybe 16k embeddings/sec, or ~1.6GB/s (if you assume 100 char sentences)
That's two orders of magnitude difference. Chunking is not the bottleneck.
It might be an architectural issue - you stuff chunks into a MQ, and you want to have full visibility in queue size ASAP - but otherwise it doesn't matter how much you chunk, your embedder will slow you down.
It's still a neat exercise on principle, though :)
It doesn't matter if A takes much more time than B, if B is large enough. You're still saving resources and time by optimising B. Also, you seem to assume that every chunk will get embedded - they may be revisiting some pages where the chunks are already present in the database.
Amdahl's law still holds, though. If A and B differ in execution times by orders of magnitude, optimising B yields minimal returns (assuming streaming, vs fully serial processing)
And sure, you can reject chunks, but a) the rejection isn't free, and B) you're still bound by embedding speed.
As for resource savings.... not in the Wikipedia data range. If you scale up massively and go to a PB of data, going from kiru to memchunk saves you ~25 CPU days. But you also suddenly need to move from bog-standard high cpu machines to machines supporting 164GB/s memory throughput, likely full metal with 8 memory channels. I'm too lazy to do the math, but it's going to be a mild difference at O($100)
Again, I'm not arguing this isn't a cool achievement. But it's very much engineering fun, not "crucial optimization".
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