skysight-inc/HackerNews huggingface dataset:
> By going straight to medication

Initial treatment recommendations:

For mild to moderate postpartum unipolar major depression, we suggest psychotherapy as initial treatment. This approach is consistent with multiple practice guidelines, and is especially useful for lactating patients who do not want to expose their infants to antidepressants.

However, antidepressants (eg, selective serotonin reuptake inhibitors [SSRIs], serotonin-norepinephrine reuptake inhibitors, bupropion, and mirtazapine) are a reasonable alternative if psychotherapy is not available, not successful, or is declined, or if the patient has previously responded to antidepressants.

In addition, combination treatment with pharmacotherapy plus psychotherapy is useful for some patients.

Source: UpToDate.

> And you don’t even know if it works.

While evidence for SSRIs is weak in meta-analyses this is not one of them. I will also agree that a single trial (i.e. the original post and what led to approval) is not definitive but does in fact suggest it works and will continue to be assessed in post-market studies.
In my experience it depends on which airline's website you use. Some are just awful instead of being totally retarded.
I tried re-reading your comment multiple times, but it doesn't make any sense. Could you try re-phrasing it clearly? What are you talking about with supervolcanoes and nukes and industrial-scale deception? Who do I coerce out of what money to make me an enemy?

I've made a clear point in my previous comment. Please engage with it directly.
> From the outside it's stateful, because well you are interacting with a DB.

This holds for a Haskell webapp too.
>DocuLite lets you use SQLite like Firebase Firestore.

Honestly, that sounds absolutely frightening to my ear. There are redis, there is mongo, orient, and plenty of document-based rapid-development databases which will be a substantially better solution than turning sqlite into Firebase.

Yes, you can use data change notification callbacks. It is a cool feature of SQLite, but did you know that their performance is a big concern in a large-scale database (document database grows very quickly by design)? What about COUNTs? Batching operations? Deadlocks? This will go out of hand quickly, because a hammer is used as a shovel here.
The problem with Unity is that they build or integrate tools they don't use themselves.

Epic not only develops Unreal, but also develops games and is deeply invested in building stuff for the movie industry.

Unity... Well.
For less complex options in modern k8s, you could configure Pod Security Admission on a namespace basis. It's not too complex as you just add some annotations to a namespace to activate it.

The baseline policy will disable hostPath volumes which helps a bit, alongside quite a few other restrictions.
When reading these stats, two useful things to do:

- ask yourself how people in similar situations would be categorized in other countries

- whether there are benefits to self selecting as economically disabled in the UK
I don’t think it’s very likely that a developer will ever implement automated testing.
I hope you wouldn't consider this answer "gaslighting" if it came from a human being
Out of curiosity, which bits of the k8s documentation (if there are specific bits) did you find lacking? If it's security related stuff, I can open some issues to see if things can get improved :)
Well, ASML wouldn’t be doing it without the micro optics they buy from Zeiss in Germany either, it doesn’t stop there
> Perhaps its a DNS-level issue?

I run dnscrypt-proxy and I have seen CloudFlare protected sites reject me based on that. I haven't been able to pinpoint which upstream resolver provider causes it as I have it set to automatically cycle through and it's intermittent enough that I haven't bothered getting to the bottom of it (ie. doesn't happen for several weeks and then happens for 15 minutes or so before resolving).

Perhaps it's one of the default DOH providers being used by Firefox?

https://wiki.mozilla.org/Security/DOH-resolver-policy#Confor...

Presumably not CloudFlare themselves, though.

I'm not a Chrome user, but does Chrome automatically use Google DNS these days?
> I wonder how much of post-party depression is caused by isolation.

I don't know how we would have managed the little one in the first years just the two of us. It really does that a village to raise a child, literally and figuratively.
Lisa Su is CEO not owner of AMD. It's a public company. if you're implying she's not competing with Nvidia cause it's all in the family, well..... that's kinda out there.
Besides TornadoVM,

http://javagl.de/jcuda.org/

https://dragan.rocks/software/

https://blogs.oracle.com/javamagazine/post/programming-the-g...
This isn't quite the only fab in Dresden. GlobalFoundries (ex-AMD) even does 12nm manufacturing in the same city, at least according to Wikipedia. There are others too (https://en.wikipedia.org/wiki/Silicon_Saxony).
The correct orientation perpendicularly to the edge of the phone. No one gets exactly 90 deg. The more you are off, the more likely you are to break or wear down something. That something that breaks is in the phone, not in the cable.
The world isn't without problems, but certain things (life expectancy, income, education, literacy, etc.) got a lot better after the industrial revolution.

https://ourworldindata.org/breaking-the-malthusian-trap
Linux package management is already fragmented, the last thing we should do is add programming languages package management to it.
Joplin - https://github.com/laurent22/joplin/

I use it with end to end encryption enabled and Dropbox as the storage backend.
If it matters, in an interview he had, he said he thought China would successfully... reunify with Taiwan if it tried, and iirc, that it would happen eventually.

I think a lot of people in the Asian geopolitical theater just really don't like China because they do a lot of crappy things.
Italy shocks banks with 40 percent windfall tax for 2023
Life on Earth is essentially pumping electric charges to create a potential and then discharging it to drive its processes. The outside of the cell is charged positively with hydrogen ions, the inside is negative. The membrane is an insulator. The chemistry of the vents on early Earth where life emerged acted like a battery and had an electric gradient on which the life fed. A membrane has competitive advantages like storing more charge for immediate disposal than what is naturally available, ability to charge to a higher potential difference than what is naturally available and drive processes that would not be possible without it, and crucially an ability to survive outside of the vent.
Cool, but I don’t have the emotional capacity to invest more time into another product that google will just shut down in a few months. I’ve been burned way too many times now.
Look inside the USB c port. Do you see a little bar sticking out, that is the breakable part
Valve is now selling refurbished Steam Decks
I thought the current process was just to herpderp it and put everything into a container.
It depends on what you want as a result. Do you want the shortest path to "dpkg -i the-result.deb" working on your server, or do you want a package complying with debian standards around behaviour and file locations, with packaging/source changelog split, potentially upstreamable? Because the second one is a lot more work, but few people actually need that.
"I'm a Venusian visitor in Earth and unless you increase the heat at least 3 times I'll die from cold..."
Ask HN: What did you read to finally grok Nix?
For me, all the websites and articles only talked about the advantages and wanted to sell nix to me. But I was already sold, I just didn't know how exactly it works.

Now, after many articles, I finally read the nix-pill about derivations. I realized, it's actually very simple: All the nix code evaluates to data structures called derivations. A derivation is a json-like data structure which has a few fields that describe how to build a package in the nix-store. Basically build time dependencies, runtime dependencies and a command to produce artifacts.
I’m not sure if your are joking or not. I would not trust a system that made a mistake in the first place to fix the problem I am having with it or it’s decision. The “smarter” or more vertically integrated this system is, the harder it will be to convince it to do what I want.
Cloudflare isnt making you do that. The customer using Cloudflare has configured it to do that…
Absolutely love his Honjin Murders. And I may as well go ahead and read others also.

Thanks to everyone for suggesting all the interesting things here.

Cheers!
Or the mistake is that we're running different trust domains on the same CPU core.

All the various mitigations have already been very costly (something like a performance loss of 10% on current-gen CPUs?). Getting rid of speculative execution entirely would cost far, far more.
I'm glad the author chose to disclose this information, but it does make me wonder – was the role of GPT to edit and organize the thoughts or to provide the historic facts? I have misgivings if it's the latter.
Zot [0] may also be an interesting "pure" base - every natural number is a valid program

[0] https://web.archive.org/web/20160102004721/http://semarch.li...
Worth noting that, on their own, namespaces are not security boundaries, they're (IMO) primarily intended to be organizational constructs.

What namespaces do allow for, from a security perspective, is for various controls (e.g. RBAC, Network Policy, Pod Security Admission) to be applied to a given application or group of applications (depending on how you've organized your namespaces) in a relatively controlled fashion.
The absolutely worst thing about shorts is that you can't easily move around the part that is playing in the video. I say easily, since there is an extremely shitty dark pattern that allows this feature, but it involves liking the video and having to reload it from your favourites. Enshittification at its finest.
Westworld season 4 portrays how a system like this could be used. Sci fi tech at this point, but "something like that" would be the goal/vision.
What black box warning are you talking about?

The only one I see for Zurzuvae is: "IMPAIRED ABILITY TO DRIVE OR ENGAGE IN
OTHER POTENTIALLY HAZARDOUS ACTIVITIES"[1]

[1]https://documents.sage-biogen.com/us/zurzuvae/pi.pdf
What do iPhones have to do with this?
Seeing all the comments, I think the best option could have been 2G default off (perhaps with a popup when nothing but 2G is available saying that "fallback to 2G temporarily? It is not encrypted" kind of alert, with the exception of emergency calls always available over 2G regardless of user prefs.
PPD can't be fixed by support structures.
> I have a few areas of expertise that I would consider to be much deeper than the average engineer.

That’s what needs to stand out. For the rest, it’s better to talk about the things you built rather than the tech you used to build it.

Say: “I designed a smart thermostat from hardware to plastic injection”, and then if the guy asks what you used, brag about the tech, it’ll impress a lot more.
Thank you, I hadn't actually considered that. And I understand that money is necessary ;)
Go outside and touch some grass, my dude.
Look.

It's not some earth shattering revelation that "SSRIs don't work for many people". This has been known since SSRIs first appeared on the scene. This is also true of any other treatment you can think of. The reason they became the first choice as far as antidepressants go is they were a lot safer and better tolerated than the older alternatives. Besides, there's a lot more to psychiatry than just SSRIs. But with people like you it's always about SSRIs. Can't shut up about the SSRIs. If you hadn't noticed, this new drug is not an SSRI!

Psychiatrists recommend therapy, they recommend changes in diet and they recommend exercise. Clinical psychology, though technically a separate discipline from psychiatry, not being under the umbrella of medicine, is very much developed, researched and practiced in tandem and cooperation withpsychiatry, and vice versa.

You're constructing an elaborate strawman here, where the only reason for using drugs is some evil financial motive. It's just not that simple. There bad apples, and perverse incentives, but not only bad apples. Most doctors do in fact care about helping their patients.

Therapy can't fix everything. Therapy alone is not always sufficient and can be just as hit and miss as medication. Not everything is some deep personal issue that needs to be analysed and resolved. Mental disorder is often genetic, even neurological in nature. All the therapy in the world won't stop a bipolar person from cycling between mood disturbances, or someone with ADHD from being unable to concentrate.

We can't throw the baby out with the bathwater. Medication, therapy, meditation, diet, exercise, sleep hygiene are all part of the psychiatric toolbox.
Using PlayTube allows playing music in the background. It works reasonably well too.
I suspect a good portion of those debating may be marketing experts. But that doesn't change anything. Some folks are still debating the shape of earth yet the matter is settled.
In Ancient Persia, People Decide Upon Important Matters by First Getting Drunk
I feel like that became apparent with Spectre and Meltdown - they really opened the floodgates. I do wonder if there is some way to have formally proven correctness for speculation - a sort of analogue to the borrow checker in Rust if you like.
Parent is perhaps comedic but has a valuable point: This writeup is unapproachable for a general audience due to heavy use of meaningless (“brand”) names.

For me it’s also a red flag: Neither system seems to be designed to be approachable. One or two brand names are OK, but these systems seem to use them way too liberally.
Wasn't there more to this? I can't find the source for the quote, but I believe Jobs also said something like "and I didn't understand why that was until I realized that after a hard day of work (etc.) you really want to relax and turn your brain off, and TV is perfect for that - in fact you burn fewer calories watching TV than you do sleeping."

He also said "We don’t think that televisions and personal computers are going to merge. We think basically you watch television to turn your brain off, and you work on your computer when you want to turn your brain on."

Though maybe he was kind of wrong about televisions and PCs not merging - see youtube, netflix, Apple TV (both device and service), "smart" TVs, etc. I also imagine Jobs might put social media in the "turn your brain off" category.
Sure:

Profile 1:
Golang
Operating systems (Windows), particularly the network stack
Networks and their protocols

Profile 2:
Golang
REST API using native stack
Cryptography
hey hn, supabase ceo here

a few months ago one of customers migrated away from supabase and they wrote a blog post about it. That blog post appeared here[0] on hacker news. many of the issues they encountered were related to local development. we made several promises to improve based on that feedback and the various comments in the HN thread

today’s launch delivers on many of those promises. We’ve added better support for database migrations, seeding, backups, debugging, and documentation.

we have a lot of work ahead, this is just the first step. our next major step forward is “branching”, which we’re rolling out today for development partners and alpha testers.

we’ve coupled the branching functionality to GitHub for now. whenever you create a new PR we launch a new instance, run the database migrations in your version control, and seed the database for reproducible test environments. we’re using Firecracker[1] for every preview environment. This environment automatically pauses when it’s not in use. we’re seeing some very impressive startup times, even though we’re stuffing a lot of services inside the VM. We looked at making full-production clones but decided against that for now until we have a robust strategy for anonymizing production data and mocking out calls to external services. Ultimately we want to offer both options, it’s just easier and safer to start with seed data.

since supabase offers a few services beyond the Postgres database, we still have a few questions to work through with our alpha testers. for example, we also store images/videos/files for our customers. Do these need to be anonymized in preview environments? we don’t have all the answers yet, but we’re moving in the right direction. As hard as it was to have a customer migrate away so publicly, I’m proud of the work the team have done to improve on feedback

[0] https://news.ycombinator.com/item?id=36006018

[1] Firecracker: https://firecracker-microvm.github.io/
As you mentioned, Titan RTX is ancient when it comes to DL/ML use - if that has a 4-fold perf compared to Arc, it's not looking great. It's not like you can cram 10x Arc into a computer to make up for the gap.
https://github.com/bijection/g9/blob/master/src/minimize.js
UpToDate is paywalled but here is a relevant excerpt for you on postpartum paternal depression which is a very real diagnosis:

New fathers may develop depressive symptoms or disorders. Postpartum paternal depression can interfere with paternal-infant bonding and is associated with adverse effects upon child development.

Prevalence — Based upon studies that used diagnostic interviews, the estimated prevalence of postpartum paternal depression ranges from 3 to 5 percent:

●One study interviewed fathers (n >2000) of infants and found that the prevalence of postpartum major depression was about 5 percent.

●A study of a clinical database that included new fathers (n >86,000) found that by the time their children were one year old, an episode of postpartum depression had occurred in 3 percent.

Given that you acknowledge depression I expect your misunderstanding is the fact that postpartum depression is defined as unipolar major depression occurring within 12 months after birth, it is not sex specific and can be either maternal or paternal.

https://www.uptodate.com/contents/postpartum-paternal-depres...
There is state shared between cores too though, at the very least L3, probably IOMMUs, etc. I wouldn’t be entirely surprised if there are issues we haven’t found that exist there.
Did a brainwallet write this?
> I'd love to look into what the cause of the problem is

No, you don't. Tor Browser is constantly blocked by Cloudflare and the captchas cannot be solved. And you know it.
Chinese economy slips into deflation as recovery falters and demand slows
That's just the easy specification of the algorithm, it's implemented by a heap and counter on each package so I assume it's more like n lg n.
Unless you are working as a researcher in a very specific field you are unlikely to be breaking through frontiers. I find that focusing and furthering my skills in practical areas brings me the satisfaction of accomplishments. So far I have learnt carpentry skills, taken up several musical instruments, learnt foreign languages, learnt to cook signature dishes. I'm not sporty, but even bettering my record for a 12km run is cool.
Yeah, I find that weird too — everybody does. It’s a legacy of the early 90s.

But the case under discussion is single-argument constructors, which can also be considered conversion operators.
How to spot OpenAI's crawler bot and stop it slurping sites for training data
Previously Secret Memo Laid Out Strategy for Trump to Overturn Biden’s Win
Hacking Fake Food
I emailed them because of that! Without it showing up here on HN, I'd never know it existed.
There's a related discussion on Reddit: https://www.reddit.com/r/dotnet/comments/15ljdcc/does_moq_in...
This feels like witchcraft. I'm incredibly impressed.
JavaScript Attempt
Let’s see if HN has good security. If you don’t see any text below, check your browser console for “Hopefully this is escaped.”
<script>console.log(“Hopefully this is escaped”);</script>
Why haven't I ever had one break (since my first and last Samsung piece of junk in 2010)?
Competition will have to come from somewhere else than amd since the CEOs are literally family.
This implies that around 1.3% of the UK working population are out of action due to covid, and a lot more than that must be struggling but still able to work.
And HN escapes it! Well done.
> If his models could predict useful room temperature superconductors, it seems we would have found one already.

This sort of model works like "put these atoms in this configuration, find the favourable energy states, look to see if we see signatures that might indicate superconductivity"

They are not "given the whole infinite number of chemicals and configurations of atoms, tell me which ones are superconducting"
My friend's girlfriend got into a study in Boston. I think others might still be recruiting.
PSNI: Major data breach identifies thousands of officers and civilian staff
The GH200 was announced in May. What’s new is a variant with HBM3e memory which increases capacity (96GB -> 144GB) and bandwidth (4TB/s -> 5TB/s). The posted article butchers this. Here’s a much better source: https://www.anandtech.com/show/20001/nvidia-unveils-gh200-gr...
They literally built their success and shaped the future of humanity… Our architectures are what they are because they run well on nVidia GPUs, same for our optimisers. What run well set a direction, the hardware got optimised and so did the software in a beautiful feedback loop.
Sounded like it would be worth trying. Was hoping while I was answering the questionnaire that it wasn’t leading down the road to an auto-renewing subscription. sigh

How about instead of letting me choose how much I want to pay for the 7 day trial, you let me choose from the outset whether I want to auto-renew.
Now I can buy good white Bluetooth headphones without having to retool my entire home's power banking.
Been waiting on Keem Bay for so long it's now a running joke.
Think of it in terms of an energy barrier, like someone cycling over Everest. It might be theoretically possible that there's a nice happy superconducting state if you can get things in the right place, but if you've got to cycle over the top of Everest, it might be pretty much impossible to get there.
Driver shared memory is effectively useless. The way it accesses CPU memory is (for now) extremely slow.

First some background: llama is divided into prompt ingestion code, and "layers" for actually generating the tokens.

There are different offloading schemes, but what llama.cpp specifically does is map the layers to different devices. For example, ~7GB of the model could reside on the 8GB GPU, and the other ~9GB would live on the CPU.

During runtime, the prompt is ingested by the GPU all at once (which doesn't take much VRAM), and then for each word, the layers are run sequentially. So the first ~half of a word would run on your GPU, and the last half would run on your CPU, and the alternation repeats till all the words are generated.

The beauty of llama.cpp is that its cpu token generation is (compared to other llama runtimes) extremely fast. So offloading even half or two thirds of a model to a decent CPU is not so bad.
I quite like: https://www.refactoringui.com/
This article seems to be a very long winded way of saying "Beware of what you are exposing to the internet", using Kubernetes as an example.
For the tooling part, I suppose it's something like a "golden path"[1] where you have predefined templates from which the developers may choose the most appropriate for their problem.

[1] https://cloud.redhat.com/blog/designing-golden-paths