Is the listed salary monthly? For a contract term? Missing a digit? The high end listed ($48k) works out to about $25/hr, which isn't much higher than minimum wage in SF ($18.45) which is your listed location.
The first AI company to cram their product full of ads will get roasted over the coals for it. My guess is they're all playing chicken and waiting to be the second to do it. I'd also guess that they're all already thinking about ways to introduce it that will generate the least backlash.
Google could do it in 2000 because their search was legitimately so much better, and also because their ads were comparatively more relevant and unobtrusive than modern ads. In comparison, LLMs are relatively similar in performance unless you're picky enough that you're probably already paying and thus wouldn't be in the ad-supported tier.
That said, I wonder if ads are even lucrative enough to move the needle relative to how much training costs are increasing with each generation.
Yep. Finally someone who knows how to think straight.
Google built up immense surplus and ate into it slowly.
OAI can't suddenly start cramming Ads as it fights to survive. Im sure they are employing questionable tactics to keep users hooked. Won't really work on a large enough user base to make the economics viable given the competition they face.
I agree that that's what it would take, but compute would need to get very cheap for it to be feasible to keep models running locally. That's an awful lot of memory to have just sitting with the model running in it.
I'm sure Europe would in theory prefer to be unified against Iran (for the reasons you mention, namely Russia), but the way this war was started was just too colossally stupid. It (entirely predictably) jacked up oil prices, so Iran is making more money on their exports, and Russian sanctions are being lifted. The immediate consequences of this war are directly funding our (both the US's and EU's) adversaries. I don't think fear of Iranian (para)military retaliation is much of a factor, but certainly not the main one.
There was no way you go to war with Iran without oil prices rising and the straits closing temporarily. So you had a choice: be permanently deterred or take action and bear the pain. Sure Europe would like to avoid that pain for obvious reasons, but it's going to be a long-term gain in the form of a weakened Iran and a strengthened Europe. If you feel Iran and Russia are strengthened by this you're over-focusing on one key thing: oil revenue, when Iran is weakened by countless other things and Russia is weakened having their entire middle eastern strategic allies including the gulf players they've pandered up to now hostile.
> There was no way you go to war with Iran without oil prices rising and the straits closing temporarily
Agreed, but
> but it's going to be a long-term gain in the form of a weakened Iran and a strengthened Europe
I don't think this is a sure thing at all.
The fact is that the US and Israel kicked a hornets nest that everyone is stuck in the room with, and everyone else in that room is understandably upset. And (to belabor the metaphor) the only ones who those hornets were eyeing had themselves been causing trouble for the past 80 years.
To continue the metaphor, there are some that are comfortable having a hornet's nest in their bedroom and others that will take the initiative to remove it
How is Iran weakened, in what sense? It suffered economic damage and casualties for sure, but I don't think there is anything it cannot recover from. It's just a pure destructive rage from US side without thinking of any long-term strategic results.
They have put all of their resources into military technology over the last 30 years and now much of that is destroyed or degraded. They have lost their deterrence and the lawn will continue to be mowed if they do decide to attempt to rebuild it. Because the people resent the regime it's just a matter of time before things change on the ground and when that does happen assistance and economic opportunities will emerge. But until then Iran will be in this extremely degraded state
This is a silly claim; they're still sending missiles and drones all over the area, and the strait is functionally closed.
We spent twenty years trying to tame Afghanistan and it went right back to the Taliban within days of withdrawal from the area. Iran has a lot more capacity to bounce back than they did.
Before the war, the regime was facing the threat of imminent collapse. But if the war ends without regime change, they may use it as an excuse to eliminate organizers and other key opposition figures. If they have not already done so. If no other options exist, the regime will remain in power, despite the lack of popular support.
As for deterrent, Iran will probably stop being a significant threat to Israel. But cheap drones have changed the situation closer to Iran. The military power required to close the Strait and hobble the economies of the Gulf states is orders of magnitude smaller than the military power needed to stop it.
The US government were surprised that they closed the strait btw. Let’s not rewrite history to make this all sound planned and foreseen when it clearly was not.
Also currently Iran is looking stronger not weaker tbh. The Americans have really fucked it all up.
I have heard numerous people make this assertion when every single wargaming exercise has always predicted the closing of the straight. I don't understand where this is coming from.
When you say Iran is looking stronger I think you mean in some kind of relative expectation game in the media sense rather than a real hard power sense.. I would encourage you to look at the latter instead
Weakened Iran is not a given outcome. It's a possible outcome. As for Gulf players, the feel suckered by Trump now. The saudis are begging for Trump to finish the job exactly because they are afraid he won't.
I had heard that Iranian exports had increased. This [0] is the best source I can find commenting on their output either way, and it says they're exporting about 50% more. That part might be untrue, but the lack of reporting suggests that at worst that their output hasn't decreased. Whatever the change though, the price of oil has increased significantly, which makes them more money. So at present they're making anywhere from 50%-100% more money, depending on whether their exports have increased.
I clicked this link with the thought "I'm curious, but I don't think I really have strong opinions about fonts", and was almost immediately proven wrong with the revulsion I felt at Xanh Mono.
Though it turns out that VS Code default (Droid Sans Mono) is (to my eye) basically identical to my winner (Roboto Mono), so the exercise was mostly academic.
I had the same but I am thinking of updating to see if I can optimize my terminal a bit. Roboto has font weights, and probably has a better emoji pack, although that's just a guess -- maybe google doesn't tack on emojis by default.
I don't think it's winner-takes-all. Google is Google in 2026 because Lycos and AskJeeves were bad in comparison. The average user doesn't care whose LLM they're using because they're all close enough. It's hard to see past the bubble bursting, but I expect most people will use multiple of them depending on context (Copilot via the integration in windows, Gemini via Siri on their phone, etc), likely without paying.
And it's important to note that ICE and CBP don't need additional funding. They were overfunded with the last spending bill by about 10x their actual needs.
That's the reason why ICE and CBP agents are still collecting paychecks while the rest of DHS is not.
It's actually a bit silly that Republicans, the party of limited government, have been holding up funding the TSA and FEMA because an agency they already overspent on won't get additional dollars. Not very DOGE.
As I understand this advancement, this doesn't let you run bigger models, it lets you maintain more chat context. So Anthropic and OpenAI won't need as much hardware running inference to serve their users, but it doesn't do much to make bigger models work on smaller hardware.
Though I'm not an expert, maybe my understanding of the memory allocation is wrong.
Seems to me if the model and the kv cache are competing for the same pool of memory, then massively compressing the cache necessarily means more ram available for (if it fits) a larger model, no?
Yes, but the context is a comparatively smaller part of how much memory is used when running it locally for a single user, vs when running it on a server for public... serving.
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