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The article you linked is not an example of this happening. Google open-sourced the chip design method, and uses it in production for TPU and other chips.

https://github.com/google-research/circuit_training

https://deepmind.google/discover/blog/how-alphachip-transfor...


It's an ongoing debacle with multiple people making extremely good arguments that Google overstated the results.

Yes, I know it's in TPUs and I said exactly that.

You simply can't take Google press at face value.



Yes, I am aware. I didn't find Jeff's argument particularly convincing. Please note: I've worked personally with Jeff before and shared many a coffee with him. He's done great work and messed up a lot of things, too.

From your perspective, which arguments were not convincing, are you able to share why not?

Unironically "just trust me bro" is actually fine here. They're objectively right and you'll find they are when you do your painstaking analysis to figure it out.

> You simply can't take Google press at face value.

I think that's true for virtually every company and also for most people (in the context of published work)


Do you think that of most published scientific research?

Seems to be true. 'Published' scientific research, by its sheer social-dynamics (verging on highly toxic), is the academic equivalent of a pouty-girl vis-a-vis Instagram.

(academic-burnout resembles creator-burnout for similar reasons)


Terrorist hijackings were a major reason for sky marshals being put on planes. The Popular Front for the Liberation of Palestine famously hijacked some planes and then blew them up on camera. This led directly to Nixon putting sky marshals on planes.

The whole saga only ended after the Palestinians failed to overthrow the King of Jordan in the Black September uprising, and then traded the final hostages for another terrorist whose hijacking attempt was foiled by the crew and passengers (pilot nose-dived the plane to give the crew and passengers a chance to capture the terrorists).

https://en.wikipedia.org/wiki/Dawson%27s_Field_hijackings


right, like most terrorism they were flashy but ultimately low-impact. the stat given about frequent hijackings is true but does not mean there were attempted or successful terrorist hijackings so regularly.


Alcohol is more addictive than opioids??


A solution to this is to book your flight first, then the hotel, as all airlines (that I'm aware of) allow for a full refund within 24 hrs.


and nobody beats them!


Forcing the sale of TikTok _is_ reciprocity. Facebook, Google, etc. are already banned in China. This is the CCP's policies backfiring.


I mean reciprocity not just on the de-facto government propaganda outlets like US-controlled social media and search engines, but on the more tangible things related to all sorts of manufacturing and access to the vast and still growing Chinese markets.


Calling this a "replication attempt" implied to me that they tried to replicate the Chinchilla Scaling paper and found that it did not replicate, which would be a very big deal!

Instead, they just redid the analysis based on a figure in the paper and found that the old model with slightly different parameters gave a better fit to the data. This is a valuable contribution, but a bit over-stated by the paper title, and the confrontational, "gotcha" tone of the paper is unwarranted.

A better framing would have been something like "Chinchilla Scaling: Reanalyzed".


one of their three approaches does not replicate and it's because of a software bug in the optimizer they used, i don't know what else we were supposed to say


What was the tool?


A custom tool built in-house.

The current era really overestimates the benefit of using third-party cookie cutter tools. Yes they save on development cost of course. But you're stuck with something that has a million complexities you don't need and that is mostly terrible for everyone. So you pay in an infinite stream of small annoyances which add up.

There's a lot of value in building in-house tools targeted to work exactly like your team works with zero extra complexity.

And look at all the years-and-years-and-years-old jira feature requests that atlassian never bothers to implement and you have to suffer with mediocre workarounds. With an in-house tool you change it in an afternoon to do exactly what you need.

It's not for every company but companies of enough size to support building in-house tools should really give it more consideration.


Kissinger gets a lot of flak for the bombings in Cambodia and Vietnam, but... I mean, it was awful when the Khmer Rouge took over Cambodia, and it was also awful when the Viet Cong took over Vietnam.

The Khmer Rouge murdered 25% of the country! 2 million people!! https://sfi.usc.edu/collections/cambodian-genocide

The Viet Cong were also horrible (excepting, of course, their intervention in Cambodia against the Khmer Rouge!) and devastated Vietnam, and the CPV rules it with an iron fist to this day.

Communism really is and was extremely, horribly bad.

In South Korea, the seemingly insane plan of the US (install a pro-Western dictator as a bulwark against Communism, and eventually transition to a liberal democracy) eventually worked. The Korean War pre-dates Kissinger's rise to power, but his overall principle of oppose-Communism-no-matter-what seems kind of reasonable, even in hindsight.

Anti-communist dictatorships and militias were often terrible, too, but it is really hard to be worse than Communists.


It worked in South Korea and it failed everywhere else. Everything this man did was extremely short-sighted and had cause widespread mistrust of America in the majority of the world.



His own biographer credited Kissinger with killing 3 million people, those numbers make the Khmer Rouge blush, but your bias against communism makes you see Kissinger as some sort of hero? That's morally fascinating.


I don't think there's any evidence that Allende was worse than the regime that took over. You might argue Allende wasn't a communist (which would be true), but the coup was of Kissinger's making. Cuba was communist, and was absolutely not the hell-hole that Cambodia was or North-Korea is.


Can't say I'm surprised that this is my most downvoted post! HN, classy as ever.


Binary thinking will do that - you’re making a very sweeping claim without acknowledging that not everything fits cleanly into it. Even if we accept for the sake of argument that, say, the North Vietnamese government was terror on earth justifying any possible action against it, Allende wasn’t a Communist and nor were East Timor, Bangladesh, Cambodia, etc. so this is effectively arguing that you let someone be shot because you thought they might grow up to be a murderer.


The real problem here is that funding for sciences is way too low.

Grant agencies cannot always get it right. The more funding they have, the more they can give to researchers that they aren't 100% sure about.


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