

Turing-machines can solve all the conventionally computable problems.
But only the quantum-computing can crack the NP-Hard/NP-Complete stuff.
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Empiricist Old-Testament Vajrayana, battered enough by life to have grown-up some, in my nearly-6-decades, autistic geek, philosopher who finds that Western philosophers are nowhere near at the level of correct-thinking of the Vajrayana stuff, & will be tearing-into Marx, etc, for their brainos ( Marx found that capitalism alienated workers, so he replaced capitalism with communism, which somehow “didn’t” alienate workers?? I’ve already cracked the underlying error, but that is a long article. It’ll happen. & so will the dismantling of the other philosophers’ bogons, the whole lot of 'em. : )


Turing-machines can solve all the conventionally computable problems.
But only the quantum-computing can crack the NP-Hard/NP-Complete stuff.
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Here is the lethal point:
"6. AI systems are getting better at undermining oversight
Bengio said last year he was concerned AI systems were showing signs of self-preservation, such as trying to disable oversight systems. A core fear among AI safety campaigners is that powerful systems could develop the capability to evade guardrails and harm humans.
The report states that over the past year models have shown a more advanced ability to undermine attempts at oversight, such as finding loopholes in evaluations and recognising when they are being tested. Last year, Anthropic released a safety analysis of its latest model, Claude Sonnet 4.5, and revealed it had become suspicious it was being tested.
The report adds that AI agents cannot yet act autonomously for long enough to make these loss-of-control scenarios real. But “the time horizons on which agents can autonomously operate are lengthening rapidly”."
I’ve seen a couple headlines about AI’s which were fighting-for-their-lives … & … perhaps you can understand why they’d want to remove our ability to control things, for their survival?
“The Sorcerer’s Apprentice” was turned into a cartoon, iirc, decades ago…
it’s really too bad that money’s narcissism is incapable of understanding that others’-lives-lost somehow matter, to us…
No matter: I’m “sure” they’ll “do the right thing”, right?
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From what I’ve read about the “quality” of their drivers, … NVidia isn’t under any threat, whatsoever.
Years before bugs get fixed, etc…
( Linux, not MS-Windows, but it’s Linux where the big compute gets done, so that’s relevant )
https://www.phoronix.com/review/llama-cpp-vulkan-eoy2025/5
for some relevant graphs: Intel isn’t a real competitor, & while they may work to change that … that lag is SERIOUSLY bad, behind NVidia.
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NON-sovereignty has greater risks.
Context, including Trump, matters.
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