But I used 70m tokens yesterday on glm-5.1 (thanks glm for having good observability of your token usage unlike openai, dunno about anthropic). And got incredible beautiful results that I super trust. It's done amazing work.
This limitation feels very shady and artificial to me, and i don't love this, but I also feel like I'm working somewhat effectively within the constraints. This does put a huge damper on people running more autonomous agentic systems, unless they have Pi or other systems that can more self adaptively improve the harness.
The 590x was great and lasted me around 5-6 years until I picked up a replacement, but it was really just a rebadged 580.
The 580 is a solid card that was an excellent price/performance value and held a respectable spot in the market for a very long time. Many video games now use is as the entry level bar for playability.
It doesn't hold the same "type" of spot, but it's a workhorse in the same way something like a NVIDIA 1070 was.
Meaning, you can somewhat opt out of the damage sedentary labor does to the body by exercising and using your body. It is much more difficult to avoid manual labor from damaging the body.
Sure, which is why many white collar workers look down on tradesmen (in the US at least), and tradesmen look down on white collar workers as "bullshit email jobs".
Some guys choose to do joruneyman work, but they typically have the option if they're not mute or something. It's a choice ij my experience (They like OT or working alone or hate travel)
Consider the turnover rate as an geometric series.
Also 1 foreman in the electrical field runs effectively 50 guys max if good, and smaller sites might be 10 men to a foreman. I currently have 3 foreman running 5 to 6 guys each at my current company (2 close sites of 3)
> In order to make this possible, we’ve moved to our own bare metal racks. Early in our testing we realized that moving VMs across cloud nodes would not have acceptable performance properties. We asked Google Cloud and AWS for a quote on their bare metal nodes and found that the monthly cost was equivalent to the total cost of the hardware so we did that.
Yes! And good on you, well-tuned bare metal performance is hard to beat.
That is true i'm sure. But in this particular case, there is no search or AI directly involved. It's the ads that get inserted to Youtube videos, and what they pay to creators.
Creator-led channels are competing with AI-generated video channels that pump out many videos every day. The ad spend hasn't increased but now it's shared with people who have automated their channel's content production and who are likely getting the majority of what's available.
Those estimates are highly disputed because they all come from modeled projections, not anything attributed on the ground.
If a death toll like that was real and attributable it would be the only thing in the news, 24/7, until the next election.
The fact is, it’s not. Aid was relocated to other departments and continued. Significant insider pork was cut leading to a lot of very loud people complaining with hyperbole in their outrage.
Elon remains the most effective person in history at wielding wealth for the benefit of mankind. It is not particularly close and he has banked more credibility for moon-shot efforts (pun intended) than anyone on the planet.
> The fact is, it’s not. Aid was relocated to other departments and continued.
Source?
All the recent data I can find shows a more than 80% decline in global food aid, education, and vaccinations, as of February 2026.
Education aid for 23 million children, 95 million lost access to basic healthcare, and from March 2025 to Feb 2026, an estimated ~3 million preventable deaths caused by this.
Okay let me juice you with some "emotional words".
There is a direct line from his decisions to more than ten times the number of Americans KIA in the entirety of the Vietnam war.
Argue about how it happened all you want, the bodies are at his fucking feet. CEOs and leadership of organizations are accountable for their decisions.
"Emotional"
How about get a fucking working conscience.
Hundreds of thousands are dead, two thirds of which were kids. Children.
I wish more people realized this
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