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| He won with fewer votes than Biden got to win in 2020. And not all of those are his 'base'. Many probably didn't even know who Biden is, they just voted for the guy promising to lower prices. |
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| Some useful context: this is almost certainly being driven by Apple’s Private Cloud Compute architecture and not tariffs, as an investment of this magnitude is not planned overnight.
Why is PCC driving Apple to spend billions to build servers in the states? Because it is insane from a security standpoint (insanely awesome). PCC is an order of magnitude more secure server platform than has ever been deployed for consumer use at planet scale. Secure and private enough to literally send your data and have it processed server side instead of on device without having to trust the host (Apple).[1] Until now the only way to do that was on device. If you sent your data for cloud processing, outside of something exotic like homomorphic encryption[2], you’d still have to trust that the host did a good job protecting your data, using it responsibly, and wasn’t compromised. Not the case with PCC. To accomplish this Apple uses its own custom chips with Secure Enclaves that provide a trust foundation for the whole system, ultimately cryptographically guaranteeing that the binaries processing your data have been publicly audited by independent security auditors. This is the so called hardware root of trust. It is essential then that the hardware deployed in data centers has not been physically tampered with. Without that the whole thing falls apart. So Apple has a whole section in their security white paper detailing an audited process for deploying data center hardware and ensuring supply chain integrity.[3] You can imagine how that is the weak point in the system made more robust by managing it in the US. Tighter supply chain control. [1] https://security.apple.com/blog/private-cloud-compute/ [2] Fun fact, Apple also just deployed a homomorphic encryption powered search engine! It’s also insane! [3] https://security.apple.com/documentation/private-cloud-compu... |
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Remote attestation should be proving to the client that the server is running the expected firmware and PCC software hashes, https://security.apple.com/documentation/private-cloud-compu.... Apple has released (some? all?) source for PCC software on the server, https://github.com/apple/security-pcc> When a user’s device sends an inference request to Private Cloud Compute, the request is sent end-to-end encrypted to the specific PCC nodes needed for the request. The PCC nodes share a public key and an attestation — cryptographic proof of key ownership and measurements of the software running on the PCC node — with the user’s device, and the user’s device compares these measurements against a public, append-only ledger of PCC software releases. > compelled by a government Sadly, the bar is much lower than "compel". Devices are routinely compromised by zero-day vulnerabilities sold by exploit brokers to multiple parties on the open market, including governments. Especially any device with cellular, wifi or bluetooth radios. Hopefully the Apple C1 modem starts a new trend in radio baseband hardening, including PAC, ASLR and iBoot, https://www.reuters.com/technology/apple-reveals-first-custo... |
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| > Their answer to that is "you can audit us", but I don't see how that would prevent them from switching things in between audits.
PCC does actually prevent Apple from switching things in between audits to a high degree. It’s not like a food safety inspection. The auditor signs the hardware in a multi party key ceremony and they employ other countermeasure like chassis tamper switches. PCC clients use a protocol that ensures whatever they are connecting to has a valid signature. This is detailed in Apple’s documentation.[1] See, this is why I think privacy engineering is low key the most cutting edge aspect of server development. Previously held axioms are made obsolete by architectural advancements. I think we’re looking at a once in 15 year leap - the previous ones being microservices and web based architecture. [1] https://security.apple.com/documentation/private-cloud-compu... |
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| > what we're concerned with is Apple itself misusing our data in some way… and it’s in fact an unsolvable solution as long as their server side code is closed source (or otherwise unavailable for self-hosting as binaries)
It is in fact a solvable problem. The binaries are indeed available for self hosting in a virtualized PCC node for research purposes.[1] Auditors can confirm that the binaries do not transmit data outside of the environment. There are several other aspects of the architecture that are designed to prevent use data from leaking outside of the node’s trust boundary, for example TLS terminates at the node level and nodes use encrypted local storage so user data is unreadable to any other node / part of the organization. [1] https://security.apple.com/documentation/private-cloud-compu... |
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| Nitro is good! And showcases a great many of the foundational architectural concepts in PCC.
But there is a major difference that is germane to the topic of Apple’s investment in US server manufacturing: The hardware root of trust. Hardware tampering is the weak point and afaik AWS doesn’t describe any process to certify their supply chain integrity. I think the most they’ve done is commission a review of their architecture document.[1] PCC actually has an auditor sign each server node in the datacenter. Thank you for mentioning them though. It’s an important advancement in generally available confidential computing infrastructure. [1] https://aws.amazon.com/blogs/compute/aws-nitro-system-gets-i... |
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| Coincidentally, construction isn’t set to start until late November 2028—convenient timing. If this mess blows over, they can quietly backpedal and carry on like nothing happened. |
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| Every major business leader is stuck saying "do what we have to" a lot.
The difference between the great leaders and the crap leaders is all in the details. |
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| Can they realistically cancel their construction contract right before the construction starts? Sounds implausible to me, at least not without huge compensatory fees |
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| And you're assuming that the 2028 election (and 2026 for that matter) will be business as usual elections, against all evidence to the contrary staring us directly in the face. |
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| This should be the top comment. Apple are doing business the way business is done, just like last time. Results don’t matter, it’s economic policy via press release. Form over substance. |
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| What you forget is that is exactly these inefficiencies that inflate US salaries. You need to make more money just to survive in most US cities, which forces companies to increase salaries. |
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| https://en.wikipedia.org/wiki/United_Fruit_Company
"The company responded by intensively lobbying the U.S. government to intervene and mounting a misinformation campaign to portray the Guatemalan government as communist.[18] In 1954, the U.S. Central Intelligence Agency armed, funded, and trained a military force that deposed the democratically elected government of Guatemala and installed a pro-business military dictatorship.[19]" This is not a one-time aberration. |
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| "I am a free trader in principle. However you have a country (China)"
just think of china as another trader with more capital than you and pull yowrself up by your bootstraps. |
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| No I think Mexico/Canada were largely about stopping immigrants and fentanyl smuggling. But China was targeted for not doing enough to stop manufacturing of fentanyl precursors. |
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| The idea that the Canadian tariffs were ever really about Fentanyl is patently absurd.
0.2% of all US border Fentanyl seizures were on the Canadian border. That's almost literally nothing. |
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| The Fentanyl numbers are nothing in comparison to Mexico, but that doesn't mean it's not a problem.
Also it's not only about drugs, but also humans smuggling (https://www.cbc.ca/news/canada/fentanyl-dr-smuggler-1.737348...), and overall border security. - According to CIS, the number of Canadian crime groups producing synthetic drugs doubled between 2023 and 2024 - There's a lack of Canadian agents who are tasked at preventing this and current legislations make it very inefficient between federal and provincial law agents - There's an upward trend in Fentanyl seizures in Canada the last 2 years - Fentanyl is now being produced domestically in Canada All of that is within the control of Canada with better policies. |
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| Yes this is one reason tariffs are so valuable to a corrupt POTUS. They have essentially unilateral and very fine-grained control over them, down to exempting specific companies or products outright. |
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| Granted large political systems are uniquely complex. But complex & old software can share the attributes you outlined.
1. Politics does enter into programming teams. There's several articles of this genre. Where the most highly regarded programmer made bad decisions over a long period of time & exhibited hubris in doing so. This programmer was fired, but if he was a founder otherwise held some leverage, then he may not be fire-able. However, other staff can leave. It's more difficult to leave the impact of politics. https://www.freecodecamp.org/news/we-fired-our-top-talent-be... Entire industries can make bad decisions due to incentives. Such as I must learn technology X because companies hire for technology X. Companies choose technology X because developers know technology X. Technology X could have fundamentally flaws. Compounding complexity in the ecosystem as additional tech is made to fix the flaws...which will also have flaws. These cycles of compounding bad strategic decisions yet good tactical decisions can last decades. 2. In some ways there are unit tests for politics. Geopolitical signals can be sent. So if X happens, there's a tacit agreement that Y will be the response. Unit tests are great for small units. However, complex systems can be difficult to comprehensively test. This is why there is fuzzing...which is effectively a monte carlo simulation. Monte Carlo simulations are widely used in political analysis. 3. There's non-deterministic inputs. And the system can be more complex than what's possible to model. Leading effectively to non-determinism in making decisions about how to modify the system. |
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| > Since the laws preventing members of Congress from trading on information they receive as part of their duties, you can't say that the Pelosi's have violated any securities laws
The feds can and do go after people for using family members and friends to execute trades. So if Nancy Pelosi told her husband some material non-public info, and Paul Pelosi traded on it, that would still be insider trading. There was a guy at Microsoft who was caught once using a friend to place trades. He said he talked himself past his ethical concerns by reasoning that members of Congress do it. https://www.businessinsider.com/sec-alleges-insider-trading-... Edit: to be clear, the absence of a prosecution does not mean that the Pelosis did not insider trade. Nor that they did. We can't tell from this distance, only speculate. |
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| > USA has no shipyards and infrastructure is crumbling precisely because of misallocation of resources and labor
That's because of the Jones Act and other poorly designed protectionism. |
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| How is the Jones Act responsible for the failure of domestic ship building? Seems like the Jones Act didn't go far enough if we really cared about a strong domestic ship building industry. |
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| "Refund season" is mostly a thing because the default w2 withholdings are set at a level where you slightly overpay on each paycheque, to avoid a surprise tax bill at the end of the year. |
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| Do income taxes on the 60th percentile earner completely kill their incentive to earn an income?
Then why would ensuring the same effective tax rate on the 99th percentile kill their incentive? |
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| The ultra-wealthy appear as toxic to me too.
However I believe that incentives need to be marginal. If you already have a lot perhaps you need a big carrot as your incentive? I don't know any billionaires that I can ask how they feel about taxation incentives: I reckon you are making assumptions about what you think they should feel. What makes Tim Cook make the US more money? Taxation cliffs are shit. In New Zealand our Green party decided that 1 million was enough. Why would you bother growing a business after you reached 1 million? Retirement? A business is defined as being about making money (albeit some people do run "businesses" for other outcomes - why is Warren Buffett still working?). High marginal taxation is also shit IMHO. The hard part is to design the incentives so that productive people build your economy for the benefit of everybody. If a government discourages business then the economy is crap and everybody suffers. See other economies. Few people understand the incentives of others, and few people understand how wealth is created for all: the hoi polloi dismiss the wealthy as vampiric money grubbers. Anyone who uses the word capitalist in a derogatory way has been brainwashed. Most everything that makes our economies work is invisible non-monetary rewards. https://news.ycombinator.com/item?id=43162596 I can speak for my own financial incentives. My perception is that I have an effective tax rate of well over 50% in New Zealand (any retirement savings are not safe because our demographics and governments will screw our economy). I do not feel the incentive to work in a business - My attitude means I now produce marginally less than I could for the New Zealand economy (I still pay taxes so they are advantaged but they could get a lot lot more from me). I now mostly selfishly concentrate on those closest to me. Why should I work if it isn't marginally beneficial enough for me? I'm no more selfish than my retired friends that I know (a wide variety of people from many walks of life). (Reëdited to expand and clarify). We can't decide how much is fair. Compare yourself to a dead king - what is fair? We can design systemic incentives so that we each make the world better for everyone. Not that that it is easy... Trite thoughtless dismissals of the most productive members of society are not helpful. Edit 2: I guess this discussion is as close to work as it gets for me. Too much adulting. Should I get into politics? Are morals an impediment to helping others? There are too few politicians I admire, and too many I wouldn't want to shake hands with or be associated with. Every idiot has political opinions - how much of an idiot am I? Every politician is smart enough to win an election - they are not stupid yet they make too many horrific mistakes. What about the cryptically smart ones? I see how systems affect people that join a system. What would I become if I join our political system? Understanding our different systems is hard because they grow so weirdly with vestigial complexities due to history, complex interactions, and reflexivity. |
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| I just read a better response to the parasites claim (find the second occurance of the word): https://www.astralcodexten.com/p/why-i-am-not-a-conflict-the...
People want to feel like their own identity group is heroic net contributors, and that their outgroup are villainous moochers.
People want to feel like their own identity group deserves more power.* People want to feel like their preferred lifestyle and policies have no negative implications at all and they don’t have to feel guilty about them. * People want to feel like they’re part of a group of special people poised to change the world, and everyone else is hidebound bigots who resist temporarily but will eventually be forced to recognize their genius. People want to virtue-signal: demonstrate that they have the good qualities that their ingroup considers most important. * But people also want to vice-signal: demonstrate their willingness to breezily dismiss the supposedly good qualities that the outgroup considers important. |
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| I will respond by https://en.wikipedia.org/wiki/Splitting_(psychology) myself.
Do Medicare and Medicaid exist without businesses? I'm from New Zealand and our society causes problems for our socialised healthcare. Businesses are symbionts: productive societies accept some costs from businesses so long as the society get more gains. Why do you look at money as though that is all that matters? Who measures the benefits we get from modern society? Finding downsides and complaining about them is too easy. Looking for upsides is less popular. Every poor person I've met avoids taxes. |
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| > Because you don't necessarily need an American salary to pay taxes that cover these facilities.
That is a weirdly employee centric view. I'm talking about the US economy. American salaries depend on American businesses. America has some of the best healthcare available in the world. If US businesses are fucked due to the beliefs of citizens (or whatever else), then the US socialised healthcare is fucked too. There's plenty of poorly run countries to compare against (including Cuba where I discovered their lies about their healthcare first-hand as a tourist). NZ socialised healthcare is okay but our economy is not improving and regardless of our desires for more, the social benefits have no choice but to match our economic output. > it's starting to affect basic survival, let alone any pursuit of happiness Only if you're one-eyed. US citizens are the rich. In a fair world we would tax all Americans at 90% and redistribute that to the poor in the rest of the world. Maybe same for NZ too (Wikipedia shows that NZ's disposable median income is ⅔ that of the US however it also strangly says that NZ's median wealth is nearly double that of the US -- I'm guessing because houses are more unaffordable in NZ). Income is usually a better measure within an economy of useful output (economies can't really save for next year). The US federal poverty line is about $16000 for one person - a hell of a lot of money for people in many countries. > Making hypotheticals of "well look on the bright side, you're not dead" doesn't help either. I guess you're referring to my comment "Compare yourself to a dead king - what is fair?". My obfuscated point is that few people (maybe narcissists) would give up their modern life to live in past poverty. Antibiotics, freedom, technology, access to the intellectual output of the world. We are mostly a lot better off than the past. Most people don't value that instead they are money-centric (as many of your comments are). Most people seem to compare themselves to people that are wealthier than themselves and then complain about how they are not getting their fair share. Few people compare themselves against the global poor and then talk about how much they should share their wealth downwards. They talk about how others should share their wealth - they rarely seem to consider how they should share their own wealth. Especially ironic given that it appears that the majority of commenters on HN are the wealthy of the world (and often part of the tech overlords - e.g. YC). The US is often a parasite upon other countries. If you were to say that the US pays it back to poor countries with technology (mostly from rich companies), then you would be implicitly arguing that wealthy US companies deserve to be wealthy. I recall that weapons are the biggest US export (nice!) I guess I'm saying is really take care not to kill your geese laying golden eggs (even if you think the geese seem to be keeping too much golden egg to themselves): the socialised good that you have depends on those geese (US businesses). The bad is bad but don't destroy the good. An economy is a delicate balance - as shown by many failed economies. > When America starts using that wealth to make sure no one in a first person country isn't dying on the street I've think I've answered that here: https://news.ycombinator.com/item?id=43148513 Cheers https://en.wikipedia.org/wiki/List_of_countries_by_wealth_pe... |
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| Being a high value-add area is endogenous to how hard it is for others i.e. China to reproduce. In other words, if it were easy to make GPUs they wouldn't be so damn expensive. |
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| State and local governments also take their cut. I believe the total is about 35%.
Important to note that outlays do not equal federal taxes, because spending exceeds revenue by a substantial margin. |
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| China's economic power is certainly not rooted in their isolationist social policies. They're just as bullish about foreign investment as the US was at the height of the free trade era. |
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| Apple went bankrupt under Jobs and Wozniak and was saved by hyper optimizing foreign supply chain company Microsoft only to rise 10 years later by focusing on hyper optimizing foreign supply. |
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| Anyone keeping count of how many trillions in hypothetical investments and millions of jobs large American corporations have promised in the next 3-5 years? |
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| Nvidia has proven the space is incredibly lucrative and Apple is best equipped for high end chip designs. Remember 10 years ago it was unthinkable for an ARM chip to compete with x86. |
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| First Apple has to prove they have competitive designs. Apple Silicon GPUs simply do not compete with the efficiency of Nvidia's GPU compute architecture: https://browser.geekbench.com/opencl-benchmarks
Apple's obsessive focus with raster efficiency really shot their GPU designs in the foot. It will be interesting to see if they adopt Nvidia-style designs or spend more time trying to force NPU hardware to work. |
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| Sure wouldn’t, and for what it’s worth that’s why the scenario is a great litmus test. If it can do that, it should be able to handle anything else thrown at it |
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| US hardware in what sense? My understanding was it was trained on spare compute owned by the parent company but I didn't bother looking that deep. |
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| I don't think it's AI servers for Apple silicon. I think it's just regular x86 Linux servers to power Apple's AI cloud services. It's a commitment to internal investment rather than a product. |
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| Apple is not hiring engineers at 100k total cost per person. It’s like three times that.
Operational costs are going to be staggering. These are data centers that use as much power as entire cities. |
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| Don't they need gpus (for training)? Apple already did a footshoot wrt gpus in the apple ecosystem. unless they have some sort of apple-internal ai chips ready to train models. |
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| I don't think it's AI servers for Apple to sell. I think it's just regular x86 Linux servers to power Apple's AI cloud services. It's a commitment to internal investment rather than a product. |
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| They have hiring positions for running a Darwin-based server OS, and their private cloud compute is on Apple Silicon. I doubt it's going to be swaths of x86. |
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| I'm curious what they will look like, given that these are not for anyone else to buy. Maybe Apple made a different form factor/configuration that suits their datacenters better? |
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| expect of course they won’t… few months into every new administration (see 2017, 2021…) they’ll make a splash announcement like this… and then wait for the next administration to make it again |
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| Texas is big tech's choice to skirt employee protections. I'm sure these are the type of jobs, similar to Foxconn per the article, that Americans are looking forward to. |
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| >A lot of workers in other countries would marvel at our opportunities and be grateful these investments are happening here as opposed to elsewhere.
"In other coutries"...any particular ones? |
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| California's housing crisis is a result of small-c conservatives wanting their property values to rise forever. Prop 13 and it's consequences have been a disaster for the state. |
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| While that’s certainly a key component, Texas is also home to the largest potential solar and wind capacity in the country. There’s also a ton of land to build on. |
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| Reverse technology transfer from countries like China is kind of fair. But EU companies should be very wary of Trump tariff blackmail that forces them to build production lines in the US. |
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| If your phone is new enough for Apple Intelligence, Siri is now under that umbrella. There's no "just Siri" option anymore, unless you're rockin an iPhone 14 or older. |
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| I don't know if this is an actual problem you have, but since Siri appears to be composed of independent voice-to-text and text-to-action systems, you can say "start a one three minute timer". |
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| > The problem is AI current best use case is creative work, art, music, programming
This is where it’s being pushed and marketed but I’m not actually sure it’s the best use case. |
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| > It's a sad state of affairs that AI is taking over arts/music/creativity stranding people with boring, routine, meaningless jobs"
So far it’s not though. |
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| Whoa, whoa, whoa, on occasion, if the planets align just right, I can also get Siri to set a reminder (and at least half the time Siri gets it 80% right).
LLM Siri cannot come fast enough. |
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| > Only if you wildly oversimply to the level of being misleading.
Maybe I'm asking for an explanation :) Since you seem to understand the mechanism, can you do a 3 line summary please? |
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| 3 lines? That's still going to be oversimplifed to the point of being wrong, but OK.
Make a bunch of neural nets to recognise every concept, the same way you would make them to recognise numbers or letters in handwiting recognition. Glue them together with more neural nets. Put another on the end to turn concepts back into words. For a less wrong but still introductory summary that still glosses over stuff, about 1.5 hours of 3blue1brown videos, #4-#8 in this playlist: https://youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_... |
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| He doesn't waste time. No fluff.
You're unlikely to get a better time-quality trade-off on any maths topic than a 3blue1brown video. He's the kind of presenter that others try to mimic because he's so good at what he does — you may recognise the visuals from elsewhere because of the library he created[0] in order to visualise the topics he was discussing. [0] https://docs.manim.community/en/stable/faq/installation.html There's also a playback speed slider in YouTube. I use it a lot. |
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| Brew takes a minute just to update itself, let alone install anything.
And then everything needs to have the /opt/brewsomethingsomething PATH. /bin:/usr/bin:/usr/local/bin not good enough. |
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| It’s less convenient when you are on the go, but you can pack an external SSD and offload stuff to it. A friend of mine had one velcroed to the back of the screen. |
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| I haven't personally experienced that problem. Updates on Mac have always been smooth for me. But I'm a sample of one and it's probably workflow dependent. |
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| Tons of peripheral devices do not work well or reliably on Linux, and I literally cannot remember the last time I have had ANY issue with Bluetooth on macOS. Certainly not in the last decade. |
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| The last time I did was this morning. I get dropped connections constantly, microphone not working in Teams (solved by reboot), pegged connections preventing handoff, etc. |
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| I went through 5 distros a month ago dealing with fractional scaling issues on my 4K monitors. Decided it is not worth dealing with a went back to macOS so… No. |
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| I had an old i5 Mac mini laying about I wanted to use desktop Linux on the other day. The last time I tried, was about 20 years ago. I note nothing has changed since. |
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| A planned economy has a plan. I doubt that will exist.
A command economy has different elements of the economy ordered around to do what leadership wants. That seems a lot more likely. |
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| Apple better hope none of their customers realize how comparatively mid of a product iphones are by the time those servers are ready. |
In my mind that’s a pretty substantial increase.