$0.42–$1.10 per million tokens compared as $15–$60 for comparable zone proprietary.
You will not be seen in the rear view mirror sooner than later. 6 Apr 2026
Phase Three is already here as dump even more in.
Last month review at that. You Mental Gulag will be completed.
Your left coast assholes cannot even build a rail road with out being looting stupid.
Did not prioritise fundraising as it instead focused long term on two core aspects
as cost and practical applications.
Financial Topics avec aeden
Re: Financial Topics avec aeden
We're sorry expectations fell short. Give us another city and we'll do better this time.
Leftist Bish States
"As if a man did flee from a lion, and a bear met him; or went into the house, and leaned his hand on the wall, and a serpent bit him.
thread: amos
It is inevitable that stumbling blocks will come, but woe to the one through whom they come! It would be better for him to have a millstone hung around his neck and to be thrown into the sea than to cause one of these little ones to stumble.
Be careful is on there lisps.
Leftist Bish States
"As if a man did flee from a lion, and a bear met him; or went into the house, and leaned his hand on the wall, and a serpent bit him.
thread: amos
It is inevitable that stumbling blocks will come, but woe to the one through whom they come! It would be better for him to have a millstone hung around his neck and to be thrown into the sea than to cause one of these little ones to stumble.
Be careful is on there lisps.
Re: Financial Topics avec aeden
...
In the absence of the gold standard, there is no way to protect savings from confiscation through inflation. There is no safe store of value. If there were, the government would have to make its holding illegal, as was done in the case of gold. If everyone decided, for example, to convert all his bank deposits to silver or copper or any other good, and thereafter declined to accept checks as payment for goods, bank deposits would lose their purchasing power and government-created bank credit would be worthless as a claim on goods. The financial policy of the welfare state requires that there be no way for the owners of wealth to protect themselves.
This is the shabby secret of the welfare statists’ tirades against gold. Deficit spending is simply a scheme for the confiscation of wealth. Gold stands in the way of this insidious process. It stands as a protector of property rights. If one grasps this, one has no difficulty in understanding the statists’ antagonism toward the gold standard.
Alan Greenspan
[written in 1966]
In the absence of the gold standard, there is no way to protect savings from confiscation through inflation. There is no safe store of value. If there were, the government would have to make its holding illegal, as was done in the case of gold. If everyone decided, for example, to convert all his bank deposits to silver or copper or any other good, and thereafter declined to accept checks as payment for goods, bank deposits would lose their purchasing power and government-created bank credit would be worthless as a claim on goods. The financial policy of the welfare state requires that there be no way for the owners of wealth to protect themselves.
This is the shabby secret of the welfare statists’ tirades against gold. Deficit spending is simply a scheme for the confiscation of wealth. Gold stands in the way of this insidious process. It stands as a protector of property rights. If one grasps this, one has no difficulty in understanding the statists’ antagonism toward the gold standard.
Alan Greenspan
[written in 1966]
Re: Financial Topics avec aeden
https://securityaffairs.com/193880/inte ... kmail.html
old news now of uniparty hookers on fire
old news now of uniparty hookers on fire
Re: Financial Topics avec aeden
HIAS, Open Society, and Tides Foundation are just three major organizations that modeled it to subordinated agenda ruin. Best indication was forwarded 80 percent of them are socialist gutted sheep and just implicitly brain dead as the UK is far enough gone to get more the same from their Labour lunatics. Our Northern Border now contends we are filtering out IRGC true believers out as the Europhiles pretend.
The Fabians sent another as they went into the greenmask and watermellon smoothing.
At least the Southern Border was trying given the duress they are still under was accurately noted.
Any and all drug boats and the banking control rat lines must be simply seared out.
Far and near left socialist power grab with infiltrations are just useful as the merged strategic goal of consolidating authoritarian power of useless idiots ongoing as the asses in the masses can be duped and controlled. I pity what's not not already wasting and wiped after this Orange cloud drifts by.
Burnham won’t mop up the bloodbath.
https://www.thecanary.co/uk/analysis/20 ... he-answer/
Band aids for the locals and the numbers look more than correct. Burned Toast was closer
to the fact of matter forwarded. Scrap it off its still not much good and a waste of Labour.
Cui bono is clear.
Andy Burnham describes his political philosophy as "business-friendly socialism" or "Manchesterism," a model he characterizes as "the end of neo-liberalism" and "aspirational socialism." He argues this approach harmonizes markets with social democracy by using public control of essentials (such as the Bee Network transport system) to optimize conditions for private enterprise and regional growth, rejecting trickle-down economics in favor of devolution and industrial strategy.
Easter Island B is more than done in.
thread: lightswitch
The Fabians sent another as they went into the greenmask and watermellon smoothing.
At least the Southern Border was trying given the duress they are still under was accurately noted.
Any and all drug boats and the banking control rat lines must be simply seared out.
Far and near left socialist power grab with infiltrations are just useful as the merged strategic goal of consolidating authoritarian power of useless idiots ongoing as the asses in the masses can be duped and controlled. I pity what's not not already wasting and wiped after this Orange cloud drifts by.
Burnham won’t mop up the bloodbath.
https://www.thecanary.co/uk/analysis/20 ... he-answer/
Band aids for the locals and the numbers look more than correct. Burned Toast was closer
to the fact of matter forwarded. Scrap it off its still not much good and a waste of Labour.
Cui bono is clear.
Andy Burnham describes his political philosophy as "business-friendly socialism" or "Manchesterism," a model he characterizes as "the end of neo-liberalism" and "aspirational socialism." He argues this approach harmonizes markets with social democracy by using public control of essentials (such as the Bee Network transport system) to optimize conditions for private enterprise and regional growth, rejecting trickle-down economics in favor of devolution and industrial strategy.
Easter Island B is more than done in.
thread: lightswitch
Re: Financial Topics avec aeden
https://www.digitalapplied.com/blog/spa ... oding-2026
https://www.digitalapplied.com/blog/spa ... argin-trap
AI real source revenue.
https://devops.com/spacex-to-acquire-ai ... ster-deal/
https://www.digitalapplied.com/blog/spa ... argin-trap
AI real source revenue.
https://devops.com/spacex-to-acquire-ai ... ster-deal/
Last edited by aedens on Mon Jun 22, 2026 1:35 pm, edited 2 times in total.
Re: Financial Topics avec aeden
Infrastructure and digital and manufacturing that optimized process chains and quality management
serving as or integrating with existing MES systems.
Define detach deploy
Deployment process is characterized by:
Minimal Integration Effort: The system uses existing data sources from machines, ERP, and other platforms, requiring little to no disruption to day-to-day business operations.
Flexible Setup: It supports configurations ranging from a single-server installation for one facility to cluster-capable infrastructure for networking multiple locations.
Rapid Provisioning: Cloud-based deployments can be completed in a few hours, while on-premise installations involve expert setup on local hardware with options for remote maintenance.
Heterogeneous Business Process Consolidation.
Design, enact, execute and monitor processes and process-aware infor- mation systems.
serving as or integrating with existing MES systems.
Define detach deploy
Deployment process is characterized by:
Minimal Integration Effort: The system uses existing data sources from machines, ERP, and other platforms, requiring little to no disruption to day-to-day business operations.
Flexible Setup: It supports configurations ranging from a single-server installation for one facility to cluster-capable infrastructure for networking multiple locations.
Rapid Provisioning: Cloud-based deployments can be completed in a few hours, while on-premise installations involve expert setup on local hardware with options for remote maintenance.
Heterogeneous Business Process Consolidation.
Design, enact, execute and monitor processes and process-aware infor- mation systems.
Re: Financial Topics avec aeden
Infrastructure Requirements...
To support 3,600W GPUs, data centers must be purpose-built or heavily retrofitted with the following specifications:
Rack Density: The Kyber rack consumes 500–600 kW per unit, roughly 10–15 times the power density of traditional air-cooled racks (typically 20–40 kW).
Cooling: Two-phase liquid cooling or advanced direct-to-chip systems are mandatory. Air cooling is physically impossible at this heat flux (exceeding 500W/cm²).
Power Distribution: Requires 800V DC power architecture to manage efficiency and cabling mass, a significant departure from the standard 48V or 208V AC found in most current facilities.
Microsoft Azure, AWS, Google Cloud, Oracle Cloud Infrastructure, and CoreWeave have announced deployments for the standard Rubin (1,800W–2,300W) starting in late 2026.
These same providers are the primary candidates for Rubin Ultra, but they must construct new buildings specifically for the Kyber architecture, as retrofitting existing Blackwell-era halls is often cost-prohibitive due to the massive upgrade in cooling distribution units (CDUs) and electrical feeders required.
Margin decides for now what get to produce. Value added is rather the inert map for ROI.
MMT logic in actual constraints is the actual burn rate. Data Centers obsoleted before they got done
and its not rain going down your back was it. Then those who did nothing as polo-tics wanted half of something useless as they have been proven as for 400 years.
Greenfield Preference: Due to these prohibitive retrofit costs and the 12–18 month lead time, most operators (e.g., CoreWeave, Oracle, Foxconn) are opting to build new greenfield 800V facilities.
rack density headline figure has moved 50x.
Average rack density across the industry: roughly 12 kW. NVIDIA’s current GB200 NVL72: 132 kW. The Rubin Ultra “Kyber” rack landing in H2 2027: 600 kW.
Every spec sheet from the chip side assumes the facility can deliver that power and then remove it as heat. A single Blackwell B200 die dissipates heat at 500–600 W/cm², roughly the surface heat flux of a nuclear reactor fuel rod. A standard heatsink moves under 10 W/cm². Air cooling is over. NVIDIA’s reference design for the GB200 mandates direct liquid with a 25°C coolant inlet and less than 10°C delta across the cold plate. That 10°C is the entire thermal budget for a 1,000 W part. Lose a fifth of it to a microchannel restriction or a fouled cold plate and the GPU is throttling inside the first training run.
McNulty:
The other half of the story is how much of the power facilities have already paid for never gets used. The Uptime Institute’s latest work found one in four data centers operating below 40% of their UPS capacity, and stranded power on the order of 10% or more is common even at full-build sites. At current GPU prices, every megawatt sitting behind a conservatively sized breaker is a real number.
A 50 MW greenfield runs $500M to $1B depending on cooling spec. If that build can’t host Rubin in 2026 or Kyber by 2028, tenants migrate to liquid-cooled sites and the capex amortizes against a lower-value workload mix for the rest of its life. The same logic runs through sovereign compute programs in the US, the Gulf, and East Asia.
Scaling SLM for results is already implemented look basically apparent. Secured Solutions that can add value.
Mix Of Capabilities and Price.
To support 3,600W GPUs, data centers must be purpose-built or heavily retrofitted with the following specifications:
Rack Density: The Kyber rack consumes 500–600 kW per unit, roughly 10–15 times the power density of traditional air-cooled racks (typically 20–40 kW).
Cooling: Two-phase liquid cooling or advanced direct-to-chip systems are mandatory. Air cooling is physically impossible at this heat flux (exceeding 500W/cm²).
Power Distribution: Requires 800V DC power architecture to manage efficiency and cabling mass, a significant departure from the standard 48V or 208V AC found in most current facilities.
Microsoft Azure, AWS, Google Cloud, Oracle Cloud Infrastructure, and CoreWeave have announced deployments for the standard Rubin (1,800W–2,300W) starting in late 2026.
These same providers are the primary candidates for Rubin Ultra, but they must construct new buildings specifically for the Kyber architecture, as retrofitting existing Blackwell-era halls is often cost-prohibitive due to the massive upgrade in cooling distribution units (CDUs) and electrical feeders required.
Margin decides for now what get to produce. Value added is rather the inert map for ROI.
MMT logic in actual constraints is the actual burn rate. Data Centers obsoleted before they got done
and its not rain going down your back was it. Then those who did nothing as polo-tics wanted half of something useless as they have been proven as for 400 years.
Greenfield Preference: Due to these prohibitive retrofit costs and the 12–18 month lead time, most operators (e.g., CoreWeave, Oracle, Foxconn) are opting to build new greenfield 800V facilities.
rack density headline figure has moved 50x.
Average rack density across the industry: roughly 12 kW. NVIDIA’s current GB200 NVL72: 132 kW. The Rubin Ultra “Kyber” rack landing in H2 2027: 600 kW.
Every spec sheet from the chip side assumes the facility can deliver that power and then remove it as heat. A single Blackwell B200 die dissipates heat at 500–600 W/cm², roughly the surface heat flux of a nuclear reactor fuel rod. A standard heatsink moves under 10 W/cm². Air cooling is over. NVIDIA’s reference design for the GB200 mandates direct liquid with a 25°C coolant inlet and less than 10°C delta across the cold plate. That 10°C is the entire thermal budget for a 1,000 W part. Lose a fifth of it to a microchannel restriction or a fouled cold plate and the GPU is throttling inside the first training run.
McNulty:
The other half of the story is how much of the power facilities have already paid for never gets used. The Uptime Institute’s latest work found one in four data centers operating below 40% of their UPS capacity, and stranded power on the order of 10% or more is common even at full-build sites. At current GPU prices, every megawatt sitting behind a conservatively sized breaker is a real number.
A 50 MW greenfield runs $500M to $1B depending on cooling spec. If that build can’t host Rubin in 2026 or Kyber by 2028, tenants migrate to liquid-cooled sites and the capex amortizes against a lower-value workload mix for the rest of its life. The same logic runs through sovereign compute programs in the US, the Gulf, and East Asia.
Scaling SLM for results is already implemented look basically apparent. Secured Solutions that can add value.
Mix Of Capabilities and Price.
Re: Financial Topics avec aeden
I've been black for my entire life. I had to bring up the most racist thing I've ever heard [which] is the insinuation by Democrats that black and brown Americans are too stupid to get an ID to vote, just like everybody else.
Rep. Wesley Hunt
American
Leading the SAVE Act opposition is The Brennan Center for Justice which is led by Michael Waldman.
Waldman is married to Elizabeth Fine, counsel to New York Governor Kathy Hochul
Burn loot murder Blue island shit holes failed in life try hell.
thread: blm bishfilth
Rep. Wesley Hunt
American
Leading the SAVE Act opposition is The Brennan Center for Justice which is led by Michael Waldman.
Waldman is married to Elizabeth Fine, counsel to New York Governor Kathy Hochul
Burn loot murder Blue island shit holes failed in life try hell.
thread: blm bishfilth
Re: Financial Topics avec aeden
The US "first movers" paying excessive amounts to deploy it will be lining up at the nearest Federal Bankruptcy Court sooner than later.
Thus the parasites wanted half to prove what the market knew. Mind the spread.
Thus the parasites wanted half to prove what the market knew. Mind the spread.
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