Warms my heart to learn their families will finally be able to afford nutritious meals, put clothes on their backs and maybe even afford a bike to go to school rather than walking 2h everyday. We need more uplifting stories like this one. Thank you salesforce.
Jokes aside though, many (most?) acquihires are for very little $. Often just founders not being able to continue and just wanting an honorable exit + guaranteed jobs for their teams.
A valuable skill as entrepreneurs, is to know when to stop and move on. Recognizing what you built may not be viable financially long term or is no longer a fit for the market and then making adjustments is what good entrepreneurs do. Sometimes it means shutting shop, while other times it means getting acquired and refocusing on the path forward.
This is one of those things that sounds so good with a quick read, but for every example you give me of a smart entrepreneur who knew when to pull the plug I can gave you a gritty, determined one who stayed focus on the vision and built something successful. In this case did they ever have market fit or financial viablilty?
I've been inside a couple of these and the founders always do just fine. Rest and vest at the acquiring company for a couple years, earn millions in stock, found another company or go work for OpenAI as an exec.
Rank and file employees who got sub-standard pay for years at Startup get the same comp they would have got coming in the front door at BigCo. It's better than being fired I guess, but it's not some humble, charitable act by the founders. They can always wait a couple years and ride the ride again if they want.
> This question IMO reveals how the abstraction of numbers can imprison our minds.
Is it the abstraction of number that imprison our mind or just the reality of having a job and other social constraint based on all of us agreeing on a time?
When most people can’t leave their job before 5pm, wether it’s dark at 5 or 6 makes a huge difference.
The social construct is moving later though. I guess this is because people's desire to sleep longer is making them move the social constraint of being at work later, while they stay up "partying" regardless of the social constraint.
> Two, removing stops will likely not make the remaining stops nicer. Cities aren’t thinking about how to allocate a fixed bus budget.
But that’s not at all what the article is about?
The thesis is not that having bus stops with music and heating and free drinks will make more people take the bus, it’s that in the U.S., the slowness of buses is making them an unattractive option. And stopping too often is a major reason.
As someone living in SF I 100% agree. The bus stops all the time. The muni is also crazy slow on the west side because it has to mark every single stop at every block just like any car instead of just having priority.
There is weird stigma in the US about buses but not trains (entirely). If you ride the bus you’re assumed poor or pathetic. I was in Colorado for work, they had me stay in Boulder and I would take the bus in the morning to Lafayette. A few people were on the bus in the morning when I got on and by the time we left Boulder city limits I had the bus to myself. Pretty fast, smooth, and cheap. I would then explain to my coworkers how I arrived that day; they were confused why I wouldn’t take an expensive Uber or rent a car and demanded that I accept a ride back to the hotel from them instead. Some even offering to drive 40minutes round trip since they didn’t live in Boulder. They said the “buses weren’t good” with no explainer as to why. I personally think they just wanted to show-off their cars. Just bizarre.
I took a Greyhound a couple of times when I was in the US, and the experience immediately showed me why Americans hate buses and coaches.
My first transfer was in Sacramento. The entire bus got held up for over an hour because someone saw a man with a knife and security had to search absolutely everyone to try to find it.
Half the stations were literally crumbling, as in the ceilings were falling down and covered in water stains and flecks of black mould. The drivers often turned up hours late, which is apparently expected and normal. The stations tended to be in exciting hotspots such as Skid Row, to cater for the desperate clientele who had no choice but to run the gauntlet.
Also, after the first time I rode it and told everyone about the knife that nobody ever found, people started showing me news stories about the man who got beheaded on a Greyhound in Canada.
Overall I think they have very patchy bus and coach systems and over-index on the worst examples.
Just want to mention that the type of bus I'm referring to is the local municipal bus system in Colorado not Greyhound-type national bus lines. The national bus lines like Greyhound are indeed in disrepair, even in Nyc the bus stop is essentially the parking lot you leave from. It can be 100F or 0F and if you get a delay it's miserable. The main difference being the local municipal system is under utilized and the private corporation system is probably squeezing pennies for service.
It does that, but the parent means stop signs. San Francisco where there aren't traffic lights mostly blankets every intersection with 4 way stop signs. The parent is likely referring to The Sunset district, which looks like this: https://www.google.com/maps/@37.7569397,-122.5007035,3a,75y,...
Sorry, in the case of the bus there are too many bus stops (although there are more express lines now), so the bus stops a lot instead of having less stops where more people get off and walk one more block (what the article talks about).
The muni (tram), stops at stop signs at every block on the west side like the N line, so it’s extreeeemly slow. A system where the tram has priority over cars and does not need to stop at every single block would be life changing.
There is technology at least with traffic lights so that buses get priority by detecting an oncoming bus and either extending the green or shortening the red.
Which part of the market has slept away, exactly ?
Everything you wrote is supposition and extrapolation. Nvidia has a chokehold on the entire market. All other players still exist in the small pockets that Nvidia doesn’t have enough production capacity to serve.
And their dev ecosystem is still so far ahead of anyone else. Which providers gets chosen to equip a 100k chips data center goes so far beyond the raw chip power.
A lot. As someone that has been responsible for trainings with up to 10K GPUs, things fail all the time. By all the time I don't mean every few weeks, I mean daily.
From disk failings, to GPU overheating, to infiniband optical connectors not being correctly fastened and disconnecting randomly, we have to send people to manually fix/debug things in the datacenter all the time.
If one GPU fails, you essentially lose the entire node (so 8 GPUs), so if your strategy is to just turn off whatever fails forever and not deal with it, it's gonna get very expensive very fast.
And thats in an environment where temperature is very well controlled and where you don't have to put your entire cluster through 4 Gs and insane vibrations during take off.
> Nvidia has been using its newfound liquid funds to train its own family of models
Nvidia has always had its own family of models, it's nothing new and not something you should read too much into IMHO. They use those as template other people can leverage and they are of course optimized for Nvidia hardware.
Nvidia has been training models in the Megatron family as well as many others since at least 2019 which was used as blueprint by many players. [1]
Nemotron-3-Nano-30B-A3B[0][1] is a very impressive local model. It is good with tool calling and works great with llama.cpp/Visual Studio Code/Roo Code for local development.
It doesn't get a ton of attention on /r/LocalLLaMA but it is worth trying out, even if you have a relatively modest machine.
Deep SSMs, including the entire S4 to Mamba saga, are a very interesting alternative to transformers. In some of my genomics use cases, Mamba has been easier to train and scale over large context windows, compared to transformers.
It was good for like, one month. Qwen3 30b dominated for half a year before that, and GLM-4.7 Flash 30b took over the crown soon after Nemotron 3 Nano came out. There was basically no time period for it to shine.
It is still good, even if not the new hotness. But I understand your point.
It isn't as though GLM-4.7 Flash is significantly better, and honestly, I have had poor experiences with it (and yes, always the latest llama.cpp and the updated GGUFs).
I find the Q8 runs a bit more than twice as fast as gpt-120b since I don’t have to offload as many MoE layers, but is just about as capable if not better.
Do they have a good multilingual embedding model? Ideally, with a decent context size like 16/32K. I think Qwen has one at 32K. Even the Gemma contexts are pretty small (8K).
> you don't need to make a video model. You probably don't need to decode the latents at all.
If you don't decode, how do you judge quality in a world where generative metrics are famously very hard and imprecise?
How do you go about integrating RLHF/RLAF in your pipeline if you don't decode, which is not something you can skip anymore to get SotA?
Just look at the companies that are explicitly aiming for robotics/simulation, they *are* doing video models.
You are giving some honestly really bad and dangerous info.
The HPV strains that cause cancer and the ones that cause genital warts are different. The strains that cause cancer do not cause warts.
So you can very much have HPV without genital warts.
And conversely, while having genital warts tells you you are infected with the low risk strains, it does not guarantee you that it is the only strain you are carrying.
Thus you cannot rely on the presence of genital warts to know if you are or are not infected with the high risk strains, they are completely uncorellated.
The cancer-causing strains cause no symptoms and can only be detected by getting tested for them.
You're putting words and assumptions in my mouth that I never said in my comment. My comment includes different facts about different strains, in one comment, which some people might misinterpret. Your reply is re-stating the facts in more detail, so that's fine, I am happy for anyone to clarify information. However, the assigning of bad faith and action to me just because you don't like the way I presented the facts, is pretty rude. If you want to get really specific, we should probably clarify to the readers these statements you made:
> The cancer-causing strains cause no symptoms and can only be detected by getting tested for them
Cancer-causing strains can still cause the following symptoms: persistent sore throat, lumps, pain when swallowing, earaches (one-sided), swollen lymph nodes in the neck (painless lump), painful/difficult urination or bowel movements, unusual lumps or sores, or unexplained weight loss, in addition to others I have not listed here. However, early cancers often do not present symptoms.
> and can only be detected by getting tested for them
There is no test that covers all strains. You would need to get penile brushing, urethral brushing, semen samples, and anal pap smear. So "getting tested" is not the only solution, and getting regular scans for cancer is the best detection method. Therefore there is more involved than you have indicated, making your own comment as ;really bad and dangerous' as mine.
Perhaps we should trust people to do their own research and ask their doctor, rather than only listen to randos on the internet?
False. Not all do. And more importantly, the ones that cause cancer do not!
> Once you are confirmed HPV positive (again, you won't be confirmed without getting genital warts)
Again false. You can be tested without genital warts and be positive to a strand of HPV that simply does not cause wart. You might have had (or heard about) a bad experience with a health professional that refused to test without warts, but the presence or absence of warts has absolutely nothing to do with the strands that matter.
> you need to inform your partners, as it causes cancer in both men and women (but mostly women).
False again. Since you were specifically talking about the strands of HPV causing warts, then it does not cause cancer. You can still inform them if you care about no propagating warts, but the fact that you have wart-strand HPV does not make you more at risk of getting/causing cancer than someone with no symptoms whatsoever.
Your comment clearly says that someone with cancer-causing HPV will have warts, thus someone reading this might feel confident they are not carrying a cancer-causing strand since they do not have warts, which is dangerous because again, it is 100% false. It might also needlessly worry someone that recently noticed genital warts on themselves into thinking they might have gotten/propagated a dangerous disease, while the wart causing strand are in fact harmless and are just unpleasant aesthetically.
So tl;dr, you should get vaccinated if you can, and if you want to be sure you do not have a cancer causing strand, you need to get tested for it, that's the only way. Warts or no warts is completly unrelated.
> Perhaps we should trust people to do their own research and ask their doctor, rather than only listen to randos on the internet?
Jokes aside though, many (most?) acquihires are for very little $. Often just founders not being able to continue and just wanting an honorable exit + guaranteed jobs for their teams.
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