Giphy has a documented API that you could use. There have been bulk downloaders, but I didn’t see any that had recent activity. However you still might be able to use one to model your own script after, like https://github.com/jcpsimmons/giphy-stacks

There were downloaders for Gfycat - gallery-dl supported it at one point - but it’s down now. However you might be able to find collections that other people downloaded and are now hosting. You could also use the Internet Archive - they have tools and APIs documented

There’s a Tenor mass downloader that uses the Tenor API and an API key that you provide.

Imgur has GIFs is supported by gallery-dl, so that’s an option.

Also, read over https://github.com/simon987/awesome-datahoarding - there may be something useful for you there.

In terms of hosting, it would depend on my user base and if I want users to be able to upload GIFs, too. If it was just my close friends, then Immich would probably be fine, but if we had people I didn’t know directly using it, I’d want a more refined solution.

There’s Gifable, which is pretty focused, but looks like it has a pretty small following. I haven’t used it myself to see how suitable it is. If you self-host it (or something else that uses S3), note that you can use MinIO or LocalStack for the S3 container rather than using AWS directly. I’m using MinIO as part of my stack now, though for a completely different app.

MediaCMS is another option. Less focused on GIFs but more actively developed, and intended to be used for this sort of purpose.

No. Trickle down economics refers to things that benefit the wealthy (mostly government policies, particularly related to taxes and subsidies) that will allegedly benefit everyone by “trickling down.” Supply-side economics are an example of trickle-down economics. Trickle-down economic policies have been shown to effectively increase income inequality and studies suggest a link between them and reduced overall growth.

Giving the wealthy tax breaks in the hopes that they’ll spend the extra money they have available on security details, on the other hand, would be an example of trickle down economics.

Wouldn’t be a huge change at this point. Israel has been using AI to determine targets for drone-delivered airstrikes for over a year now.

https://en.m.wikipedia.org/wiki/AI-assisted_targeting_in_the_Gaza_Strip gives a high level overview of Gospel and Lavender, and there are news articles in the references if you want to learn more.

This is at least being positioned better than the ways Lavender and Gospel were used, but I have no doubt that it will be used to commit atrocities as well.

For now, OpenAI’s models may help operators make sense of large amounts of incoming data to support faster human decision-making in high-pressure situations.

Yep, that was how they justified Gospel and Lavender, too - “a human presses the button” (even though they’re not doing anywhere near enough due diligence).

But it’s worth pointing out that the type of AI OpenAI is best known for comes from large language models (LLMs)—sometimes called large multimodal models—that are trained on massive datasets of text, images, and audio pulled from many different sources.

Yes, OpenAI is well known for this, but they’ve also created other types of AI models (e.g., Whisper). I suspect an LLM might be part of a solution they would build but that it would not be the full solution.

Only just now got a notification of your reply, but it shows as posted 5 days ago - weird.

Why do you think the housing market is “hot?” I haven’t seen anyone saying that the housing market is currently hot - rather the opposite, with buyers not buying due to interest rates and sellers not wanting to lower prices below where they were in 2022. Prices have finally dropped from where they were last year, but that’s not indicative of a hot market.

Zillow thinks that San Francisco is expected to have the second lowest growing home values in 2025 (second only to New Orleans), and Sacramento and San Jose are both in the top 10 as well, so I don’t think CA is performing any better than the best of the country. And in the rest of the country, according to realtor.com, last month was the slowest November since 2019; the number of houses for sale has grown for 13 straight months and is now the highest it’s been since December 2019.

Both devices have integrated memory, so that 16 GB will look more like a 11/5, 12/4, or maybe even 14/2 split. The Steam Deck is also $400 for an LCD model or $550 for the OLED, not $800. It’s reasonable to expect more performance when you pay more.

Because the Steam Deck has a lower native resolution, that means that less of the RAM will be used for the integrated GPU. Downscaling from 1080p to 720p doesn’t look good, either - and you could downscale to 540p if supported, but if you need to do that (vs choosing to for an emulated game) it probably won’t be pretty, either.

This device is also running Windows, rather than a streamlined Linux-based launcher, meaning that more of that RAM will be taken up by OS processes by default.

The article talks about how the 8840U benefits from more, fast RAM. You won’t get near the 8840U’s full potential gaming with 16 GB. 24 GB, on the other hand, would have been enough that games expecting 16 GB of system RAM would have been able to get it, even while devoting 6-7 GB to the GPU and 1-2 GB to the OS.

Unless something has changed, it did. The page linked reads:

And, obviously, this POC is open source, the code is publish here on our forge.

The link takes you to their repos. The server repo has instructions on self-hosting directly on your server or with Docker. The app repo has code for both the iOS and Android apps. That’s good, because the iOS app at least doesn’t have a built-in way to select a different backend server.

Whisper is by OpenAI and as far as I know they have not shared the training code, much less the data sets, so the best you can do is fine-tune the models they’ve provided.

If use of Whisper is a problem, but the project is otherwise interesting to you, you could ask them to consider using a different STT solution (or allowing the user to choose between different options). I’m not aware of any fully open STT applications that are considered to be as capable as Whisper, but if you do, that would be great info to share with them.

What else have you tried?

Realistically, no LLM that’s large enough to be competitive will be able to remain open-source, even if it was initially (and most that claim to be weren’t actually, as you point out), because so much training data is needed.

Often the training data can’t be re-distributed in the first place, but even if it can be, its availability makes it much more likely that someone will request the takedown of some data in the set (even if the data was licensed, someone who holds copyright might claim that the person who submitted it to the set wasn’t permitted to do so). At that point, unless the takedown request is refused or the model itself is re-trained (which would be quite expensive) the data is no longer sufficient to generate the model.

Just don’t use Ubuntu. They do too much invisible fuckery with the system that hinders use on a server.

Would that warning also apply to Mint, since it’s based on Ubuntu, as well as other Ubuntu-based distros?

Depends on your perspective. Would it be fine for Meta Threads to replace it? Threads supports ActivityPub, so in some ways it likely interacts better with the fediverse.

If we agree that Threads isn’t a suitable replacement, then clearly there’s some criteria a replacement should meet. A lot of the things that make Threads unpalatable are also true of Bluesky, particularly if your concern relates to the platform being under the control of a corporation.

On the other hand, from the perspective of “Twitter 2.0 is now a toxic, alt-right cesspool where productive conversations can’t be had,” then both Threads and Bluesky are huge improvements.

In 2020, California had*

The article and the report it referenced were written in March 2022. The report was using data from 2020:

All the data used to conduct this study comes from the U.S. Census Bureau’s 2020 American Community Survey with one-year experimental estimates.

As it is, you only see new comments if you scroll past the post again (and your client has refreshed it) or if you open it directly. If your client hasn’t updated the comment count or if you refresh your feed and the post falls off, you’ll never see it anyway.

A “Watch” feature would solve this better. If you watch a post, you get aggregated notifications for edits and comments on the post. If you watch a comment, you get aggregated notifications for replies to it or any of its children.

By aggregated notifications, I mean that you’d get one notification that said “The post you watched has been edited; 5 new comments” rather than a notification for each new comment.

Then, in addition to exposing a “Watch” action on posts and comments, clients could also enable users to automatically hide posts that are watched, either by marking them as hidden or by hiding watched posts without updates.

If the latter approach were taken, notifications might not even be necessary - the post could just get added back into the user’s feed when changes were made. It would result in a similar experience to forums, where new activity in a topic would bump it to the front, but it would only impact the people who were watching it.

You can kinda get that behavior by sorting your feed by Active, but this could be used with other sorting methods.

That isn’t what it means at all.

The way to do this is to use a mailing list that only allows a limited number of people to send emails to it. You could do this automatically when someone clicked a “Prohibit Reply All” button, but such a feature is unnecessary if you use mailing lists configured that way by default.

Your comment makes no sense.

The article you posted is from 2023 and PERA was basically dropped. However, this article talks about PREVAIL, which would prevent patents from being challenged except by the people who were sued by the patent-holder, and it’s still relevant.

• Assembled: 1200 USD
• Kit: 950 USD

The rules text says it creates an area of darkness, and with your interpretation, it doesn’t, which means your interpretation is wrong. Yes, the ability could be written more clearly, but the logic for a reasonable way for it to function follows pretty cleanly. Your interpretation is not RAW or RAI.

There’s a reply on RPG StackExchange that covers a similar line of logic to what I wrote above.

Remember that Fifth Edition D&D is intentionally not written with the same exacting precision as games like M:tG. The game doesn’t have an explicit definition of magical darkness, but it’s pretty clear that the intent is for magical to trump mundane (when it comes to sources of light and darkness). Even the Specific Beats General section says that most of the exceptions to general rules are due to magic.

White straight able bodied men age 25-64

25-36 is still “young” by their definition.

and a union doesn’t exist in their industry (as far as they know)

It doesn’t matter what industry you’re working in if you’re interested in that industry having a union. Making unions more commonplace was part of the point. The second sentence in the Union Members and Families section reads “Democrats will make it easier for workers, public and private, to exercise their right to organize and join unions.”

But sure, if you don’t believe unions have value, this wouldn’t include you.

Fuck 'em lol. Wait are they religious, rural, a business owner, or a veteran? No? Ok yeah fuck 'em!

You and I must have different definitions of “fuck ‘em,” because I clearly said:

Economically, Democratic policies favor poor and middle class people, which statistically makes up the majority of all white men. And there aren’t any policies that oppress white people or men the way that Republican policies oppress women or reduce support for all of the groups that Democratic policies help support.

So sure, if you’re a white man with wealth that puts you in the top 1%, the Republican’s economic policies will be better for you. For the other 99% of white men - no. And for the specific issues called out in the original post linked (on Reddit):

1. Men account for 75% of suicides in the US
2. 70% of opioid overdose deaths are men
3. Men are 8 times more likely to be incarcerated than women
4. Young men are struggling in schools and are increasingly the minority at universities, opting out of higher education

• 1 is addressed under “Investing in Mental Health” in the Party Platform as well as indirectly by gun safety policies (since 50% of suicides are by gun, 60% of gun deaths are suicides, and 87% of gun suicides are committed by men)
• 2 is explicitly addressed under “Faith Community (“respond to the opioid crisis”) and under “Beating the Opioid Epidemic” in the Party Platform.
• 3 is addressed under “Criminal Justice” in the Party Platform
• 4 is addressed in multiple ways, under “Good Jobs” (“you shouldn’t have to go to a four-year college to live a good, middle-class life.”) and under “Education” (investing in K-12 education, providing free, universal preschool, investing in other forms of secondary education - e.g., trade schools, community college, registered apprenticeships)

Democrats need to work on their messaging, obviously (and the comments on the Reddit post touch on that), but the problem isn’t that their policies don’t help white men, because they obviously do.

• Young white men are included under “Young People and Students.”
• Old white men are included under “Seniors and Retirees.”
• Many white men have disabilities and are covered under “Americans with Disabilities.”
• Many white men are covered under “LGBTQ+” - trans men, gay and queer men. Heck, some even include allies under the umbrella.
• Many white men who are neither young nor old (or members of their family) are members of unions, or would like to be, and thus covered under “Union Members and Families.”
• Likewise, many white men are covered under:
  • Faith Community
  • Rural Americans
  • Small Business Community
  • Veterans and Military Families

Economically, Democratic policies favor poor and middle class people, which statistically makes up the majority of all white men. And there aren’t any policies that oppress white people or men the way that Republican policies oppress women or reduce support for all of the groups that Democratic policies help support.

In other words, unless you get off on the oppression of those groups, almost all white men are served by the Democratic party, even if they can’t find themselves on the list you shared.

“Black Lives Matter” was a response to black men and women being murdered by police at higher rates, of the news stories of those deaths being under-reported by comparison, and of the victims being blamed more than people of other races, particularly white people.

“All Lives Matter” as a response to “Black Lives Matter” missed the point. It’s “Black Lives Matter, too.” If all lives mattered, people wouldn’t have needed to protest the killings of black people in the first place.

Imagine if you were at a restaurant and everyone around you got their order but you, so you said “Hey, I need my order.” If the server responded with “Yes, everyone needs their order” and walked off, that would be about the equivalent to saying “All Lives Matter.”

So, is there a parallel between thinking that white men should be pandered to and saying “White Lives Matter?” Absolutely.