No argument against VMs - just that they have a different risk profile and a different set of trade-offs than containers. They're not a silver bullet, but if they're working for you, then go for it.
The theory behind the US having a large military is that it acts as a sort of fleet in being - that the US prefers other methods of engaging with countries, and having a stronger military precludes other countries from engaging militarily. In turn, having stable global relations and protected global trade provides the US with a huge economic boon to fund its large military.
That's the theory anyway - our Idiot King and his idiots have completely missed the point of the US military existing and are using it as a primary method of engagement, which is causing the economic boon used to fund the military to evaporate.
As an aside, it's not a huge issue, but China's military costs use different accounting than the US, and seem lower by comparison. Apples to apples, China probably spends about half what the US does on military.
> An MRI is great at identifying which ways your body doesn’t look like a textbook reference body, but it doesn’t necessarily tell you what those things are or whether they will ever cause you problems.
Its the doctors doing this, not the MRI.
There's this weird definition switch that always happens with the "overdiagnosis" defense where the information gets blamed for the overdiagnosis. An MRI doesn't provide any diagnosis in any sense of the definition. A doctor does.
Claiming an overdiagnosis defense is essentually implying the medical industry is worse for most than doing nothing.
I've got this game in my steam library, and I wondered why no one ever talks about it. I never realized it was delisted and made impossible to buy so long ago.
The year is 1846, and a doctor has a radical new idea: doctors should wash their hands between performing autopsies and delivering babies!
You're not sure of whether this is a good idea or not, so you ask various physicians, and the consensus is unanimous: the very suggestion is offensive, do you think doctors are unclean?
I strongly suspect the truth is both are "right", but they're both optimized answers to slightly different problems.
Mainstream medicine is hyper optimized for the most common 80% of cases. At a glance it makes sense: optimize for the common case. Theres some flaws in this logic though - the most common 80% also conveniently overlaps heavily with the easiest 80%. If most of the problems in that 80% solve themselves, then what actual value is provided by a medical system hyper focused on solving non-problems? The real value from the medical system isnt telling people "it's probably just a flu, let's just give it a few days and see" it's providing a diagnosis for a difficult to identify condition.
So if your question is "how do we maximize value and profit in aggregate for providing medical care to large groups of people", mainstream medicine is maybe a good answer.
But if your question is "how do we provide the best care to individual patients" then mainstream medicine has significant problems.
I'm not sure there's a significant difference in practice, but technically the $50 would be part of the bond's debt principal, not interest.
A bond with a face value of $1000 means the government has $1000 of debt regardless of what is paid for the bond.
The coupon payments represent the "interest" on that debt - the $20 coupon means the government is paying $20 of interest per year.
Paying below face value doesn’t make the difference "interest." It simply means investors are buying the bond at a discount, so the government receives less cash upfront in exchange for repaying the full $1,000 at maturity. Bonds differ from traditional loans in that their market price can fluctuate, but the debt obligation remains fixed at the face value.
In practice, the government's accounting labels the discount as an "interest expense", so it still gets captured as interest in the budget.
I think you have a strong argument here, but there's a problem of deeper and widespread rot at play.
The reason Uber can get away with pretending it's just a "connector" is because the entire tech ecosystem has been allowed to normalize that kind of control without accountability.
Look at Apple and Google: they take a 30% cut on every sale and ban any competing payment systems. That's the same pattern - absolute gatekeeping disguised as "market facilitation."
Our regulators have become so complacent that this behavior is now seen as the default way digital markets work. The problem isn’t just Uber's misclassification; it's that the entire platform economy is built on pretending these companies are neutral middlemen when they're really gatekeepers.
Byuu was fantastic - I remember when they came onto the scene and made a big push for better emulator compatibility across the board. Byuu made positive changes in the world, and I still think about them from time to time.
People often get hyper-focused on a single cause, but there is a whole range of forces driving a sharp decline in jobs. All of this is visible, yet we are marching toward an economic crisis of our own making. I believe the best term for this is "gray rhino".
* Tariffs and Trade Uncertainty – Elevated tariffs and rapidly shifting trade policies are raising costs for manufacturers and discouraging hiring and investment (Investopedia; Atlanta Fed survey; CBO analyses).
* Automation and AI Displacement – Automation and AI, especially in low-skill occupations, are reducing new job creation and wages for some workers (academic studies in arXiv and PMC).
* Restrictive Immigration Policies – Tightened immigration and visa processes are straining labor supply, particularly in sectors that rely on immigrant workers (Axios, 2025 labor coverage).
* Small Business Strain from Economic Pressure – Tariff-related uncertainty is leading small businesses to slow hiring or lay off employees (Joint Economic Committee report, 2025).
* Offshoring and Outsourcing Trends – Technological advances are enabling offshoring and automation, substituting domestic labor with remote or machine-based alternatives (academic research in World Development, 2024).
People often get hyper-focused on a single cause, but there is a whole range of forces driving a sharp decline in jobs. All of this is visible, yet we are marching toward an economic crisis of our own making. I believe the best term for this is "gray rhino".
* Tariffs and Trade Uncertainty – Elevated tariffs and rapidly shifting trade policies are raising costs for manufacturers and discouraging hiring and investment (Investopedia; Atlanta Fed survey; CBO analyses).
* Automation and AI Displacement – Automation and AI, especially in low-skill occupations, are reducing new job creation and wages for some workers (academic studies in arXiv and PMC).
* Restrictive Immigration Policies – Tightened immigration and visa processes are straining labor supply, particularly in sectors that rely on immigrant workers (Axios, 2025 labor coverage).
* Small Business Strain from Economic Pressure – Tariff-related uncertainty is leading small businesses to slow hiring or lay off employees (Joint Economic Committee report, 2025).
* Offshoring and Outsourcing Trends – Technological advances are enabling offshoring and automation, substituting domestic labor with remote or machine-based alternatives (academic research in World Development, 2024).
RTX 5090 is about as good as it gets for home use. Its inference speeds are extremely fast.
The limiting factor is going to be the VRAM on the 5090, but nvidia intentionally makes trying to break the 32GB barrier extremely painful - they want companies to buy their $20,000 GPUs to run inference for larger models.