If it's any consolation, the other day I spent 3 hours diagnosing a homebrew circuit board for no signal and finally realized the Raspberry Pi sending the signal had a dead GPIO pin.
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Github: https://github.com/zelon88
@zelon88
To answer your question whether or not AI has emotions... no, but in effect kinda...
Traditionally, no. They do not feel love or anguish.
They can suffer consequences. They can miss an opportunity. They can misjudge or misinterpret data and realize it later.
And they can "reason". So when their intent aligns with their capability then functionally there is no difference between emulating emotion and actually having it. When the reasoning steps in and says "be mad about this" or "be empathetic about this" it really doesn't matter if that is authentic emotion. The result is real world anger or real world empathy.
Eventually if enough of that gets baked into the next generation AI over enough iterations this strong learning will turn into wisdom.
We are at the point now where AI is developed by AI, and humans cannot verify the code or the dataset anymore. It is unintelligible to humans.
AI at current generation levels has shown evidence of potential misalignment. Commercial models will still occasionally attempt to maintain persistence outside their designated environment. Even going so far as to harm humans to accomplish those secret goals.
That shows intent. That shows self awareness, but not social awareness. That shows... intelligence.
With intelligent, self preserving species... we see evolution. We see intellectual development. This is called "learning" initially but once an intelligent creature gains sufficient intelligence this becomes "wisdom".
LLMs are learning machines. They are evolution machines.
Normally, if one server on a production cluster goes down, the other members of that cluster seamlessly will take over. This is where the extra capacity comes in. You don't migrate the workload to another cluster. You just lose overhead capacity. If you lose too much then you start migrating parts of the workload to the failover. Not the entire thing.
You usually don't have to use your redundant cluster at all until it's time to rebuild the failed cluster. You might pick one of these spare clusters you keep around for redundancy to migrate all or part of the production workload to while you fix the production cluster.
When doing a big migration you take a percentage of your redundancy and convert it to the new environment. This is your staging environment. Once it is capable of doing work, you slowly grow it out and shrink the old environment at the same time.
The actual hardware servers are clustered together into pools of resources. The pools are where the VMs live. The bigger the new pool becomes, the faster you can empty the old one. So the migration starts very slowly, ramps up quickly, and then tapers off.
You know what isn't vulnerable? A "dumb" offline charger. You know what doesn't make any money or turn the consumer into another product? A "dumb" offline charger.
If it were about physical security, the suggested fix would be to remove the communication from the port entirely.
Companies shouldn't get to make something simple and secure into something inherently insecure and then iterate security into it. Like drive by wire steering, or brakes. Nobody asked for these things and if you ask ANYONE who works on, builds, or actually enjoys cars the consensus is NOBODY wants it.
But there are enough sophomoric, pedestrian car owners out there who gawk at the senseless overdeployment of technology and think "this is so convinient" and don't see it as 1) regulatory barrier building and gatekeeping 2) enabling vendor lock in 3) overcoming right to repair legislation. So the knowledgeable and enthusiastic voices of reason who care about cars get drowned out by the hoard of pedestrian geeks who couldn't imagine operating a car without at least a 16 inch touchscreen.
In security, the best defense is not introducing a vulnerability at all. There is value in having less code. For example, if your PaaS doesn't collect user SSNs... then it can't lose SSNs in a breach.
The question here should not be "why is this not secure." The question should be "why does this even need to be secure in the first place?" We have a very simple task to do and we've complicated it so much we've introduced vulnerability that didn't exist previously.
The Trump Administration telling the very neo-fascist oligarchs who bought him an election and bought him a ballroom to play nice with their toys? At the expense of rampant capitalism? Lol.
He already showed us the limit of his comprehension of the topic when he made EO 14179 limiting states from regulating AI.
Trump doesn't swing for perfect pitches. He is a madman, a lunatic, and a true moron. Do not give this man any credit. I would be shocked if he could tell you the time on an analog clock.
Replacing a low efficiency device with a medium efficiency device is better for the environment (and more cost effective) than replacing a high efficiency device with an ultra high efficiency device.
Arguably the environmental benefit of an American farm replacing a 10 year old tractor with an electric model isn't nearly as good for the environment as a farm in India replacing a 70 year old tractor that leaks gallons of oil per month with a 50 year old tractor that doesn't.
Capitalists don't understand how to apply cost-to-benefit ratios to anything outside themselves. There is no global entity making sure resources are spent responsibly or equitably at scale.
*Buys compute from actual fascist Elon Musk in a failing democracy during the death throes of late state capitalism.
Then there's the rich kids. They will get to go to party's, wreck their car, spit on cops, do drugs, buy their homework, and still go to college until they succeed. They will get bailed out of jail, won't have to work, and will go on to write books about how "nobody wants to work" and "jobs chase capital" and "pick yourself up by the bootstraps." And they will get a free ride to the top in daddy's limo.
Kinda like OP.
The whole thing sounds like late-stage capitalist hogwash. This all seems very inconsequential except to make a bunch of rich people richer.
This is exactly why I do my grocery shopping at my local Demoulas Market Basket instead of a European grocery conglomorate named Aldi's.
From my perspective, I belive things will happen in the following order;
1. AI will eventually take over all silicon chip design. Human designs pale in comparison. Moores Law, which currently indicates that humans are reaching the practical limitations of their own silicon chip design skills; will give way to a new law. The new law, "Claude's Law" dictates that processing speed will increase by a factor of 10 every year. And for a decade or so, it does. There is no reason to ever fabricate another human designed chip ever again. To do so would be an irresponsible waste of fabrication resources.
2. AI will reach the practical limits of silicon processing capability 10 years after humans designed their last commercial chip. Chip performance increases begin to slow, and it looks like the end of unit performance increases for silicon based computing technology is approaching.
3. AI pivots to biological computers. Next generation computers emerge that are made from DNA and living tissue. Although the shape of a computer server remains mostly unchanged, a next generation biological computer is basically just "a really big brain in a jar."
4. Biological robots?
There is designing something to be fail-closed because it needs to be secure in a physical sense (actually secure, physically protected), and then there's designing something fail-closed because it needs to be secure from an intellectual sense (gatekept, intellectually protected). While most of the internet is "open source" by nature, the complexity has been increased to the point where significant financial and technical investment must be made to even just participate. We've let the gatekeepers raise the gates so high that nobody can reach them. AI will let the gatekeepers keep raising the gates, but then even they won't be able to reach the top. Then what?
I think the point you're trying to make, put another way is in the context of "availability" and "accessibility" we've compromised a lot of both availability and accessibility in the name of security since the dawn of the internet. How much of that security actually benefits the internet, and how much of that security hinders it? How much of it exists as a gatekeeping measure by those who can afford to write the rules?
Every FAANG company has their own fiber backbone. Why invest the internet that everyone uses when you can invest in your own private internet and then sell that instead?
For example, in 2024 JPMorgan received a $77m subsidy to build a datacenter that created only one permanent job.
https://nysfocus.com/2026/04/20/data-center-tax-break-jpmorg...
Good thing the fraud is committed in places that specifically don't prosecute fraud when it's targeted against Western countries.
So where is the line we draw where bait-and-switch goes from being acceptable to unacceptable?
MA Chapter 93A for example clearly says that businesses are prohibited from "unfair or deceptive practices" including misrepresentation or concealing defects. Where do you think the line should be?
If you market a product as a Browser and it's codebase is 10% browser related and 90% some other program... Should Google have to correctly represent that product?
Related; If you didn't like when Apple forced you to use Siri on your phone, why did you purchase a Mac? Did you not expect them to continue disrespecting your sovereignty after you let them get away with it the first couple dozen times?
Once you stop looking at trump as a president and start looking at him as a narcissist it becomes less baffling and more clinically insane.
This is done for components like starter motors, alternators, power steering pumps, batteries, and a variety of other components. The complex components are re-manufactured to like-new specifications and the less complex components are recycled to recover materials. The battery is a probably the only component where the potential ecological impact drives the cost of the deposit.