Power management is going to be a huge emerging issue with the deployment of transformer model inference to the edge.

I foresee some backpedaling from this idea that “one model can do everything”. LLMs have their place, but sometimes a good old LSTM or CNN is a better choice.

Yeah, this is actually a pretty great application for AI. It’s local, privacy-preserving and genuinely useful for an underserved demographic.

One of the most wholesome and actually useful applications for LLMs/CLIP that I’ve seen.

Yeah, but it’ll be Secure Enclave in data centre hardware, not on your phone. Basically they’re just using their own proprietary HSMs to encrypt data on the server.

Not convinced that this will really add any privacy benefits over other confidential computing solutions already offered by AWS/Google Cloud/Azure. That said, it is fairly private - just not as good as on-device.

Ideally you want something that gracefully degrades.

So, my media library is hosted by Plex/Jellyfin and a bunch of complex firewall and reverse proxy stuff… And it’s replicated using Syncthing. But at the end of the day it’s on an external HDD that they can plug into a regular old laptop and browse on pretty much any OS.

Same story for old family photos (Photoprism, indexing a directory tree on a Synology NAS) and regular files (mostly just direct SMB mounts on the same NAS).

Backups are a bit more complex, but I also have fairly detailed disaster recovery plans that explain how to decrypt/restore backups and access admin functions, if I’m not available (in the grim scenario, dead - but also maybe just overseas or otherwise indisposed) when something bad happens.

Aside from that, I always make sure that all of all the selfhosting stuff in my family home is entirely separate from the network infra. No DNS, DHCP or anything else ever runs on my hosting infra.

I don’t think it’s necessarily a bad thing that an AI got it wrong.

I think the bigger issue is why the AI model got it wrong. It got the diagnosis wrong because it is a language model and is fundamentally not fit for use as a diagnostic tool. Not even a screening/aid tool for physicians.

There are AI tools designed for medical diagnoses, and those are indeed a major value-add for patients and physicians.

Don’t use Gitea, use Forgejo - it’s a hard fork of Gitea after Gitea became a for-profit venture (and started gating their features behind a paywall).

Codeberg has switched to Forgejo as well.

Also, there’s some promising progress being made towards ActivityPub federation in Forgejo! Imagine a world where you can comment on issues and send/receive pull requests on other people’s projects, all from the comfort of a small homeserver.

I saw a job posting for Senior Software Engineer position at a large tech company (not Big Tech, but high profile and widely known) which required candidates to have “an excellent academic track record, including in high school.” A lot of these requirements feel deliberately arbitrary, and like an effort to thin the herd rather than filter for good candidates.

Songs and albums that I’ve uploaded from my own collection have disappeared from Apple Music, despite my physically owning them on CD and Apple advertising the ability to store my CD rips in the cloud.

It’s unacceptable. I’m still on Apple Music for now, but moving my music library to Jellyfin looks more appealing by the day.

Agreed, and it could definitely make such an assumption. The other aspect that I don’t really get is… if a superintelligent entity were to eventuate, why would it care?

We’re going to be nothing but bugs to it. It’s not likely to be of any consequence to that entity whether or not I expected/want it to exist.

The anthropomorphising going on with the AI hype is just crazy.

Yeah bro but eXpOnEnTiAl ImProVeMeNt bro!

And haven’t you heard of Roko’s basilisk? Better be careful what you say on the cybernets, lest our AGI/ASI overlords of 2026 take a disliking to your commentary regarding their eventual supremacy!

Excuse me while I go back to mining Dogecoin until I can buy enough NFTs to make Elon or Sam Altman notice me.

/s

Idk… in theory they probably don’t need to store a full copy of the page for indexing, and could move to a more data-efficient format if they do. Also, not serving it means they don’t need to replicate the data to as many serving regions.

But I’m just speculating here. Don’t know how the indexing/crawling process works at Google’s scale.

This is probably an attempt to save money on storage costs. Expect cloud storage pricing from Google to continue to rise as they reallocate spending towards ML hardware accelerators.

Never been happier to have a proper NAS setup with offsite backup 🙃

Sure, but I should be able to have both. We used to have both, and it was taken from us by monopolistic megacorps.

So, I accept that the situation is what it is, but I’m allowed to be pissed off about it. I’m also allowed to support regulations that would force Apple to give their users options.

As a power user, I find Apple’s approach to sideloading insulting as a customer and blatantly anticompetitive.

I buy an Apple phone because the phone market is effectively a duopoly: Android or iOS. I choose iOS over Android because of its much longer security support window and better accessory ecosystem (AirPods Pro + Apple Watch in particular), and also because I don’t want absolutely everything in my life to be owned by Google.

None of that detracts from the fact that Apple’s position on this issue hurts its customers and is fucking annoying. And their claims of “it’s for security” are disingenuous at best.

Moon is such a fantastic film in its own right. Absolutely shook me when I saw it the first time.

It’s an interesting idea! I think there are many such applications for federation protocols.

A few thoughts/questions:

• Ideally you’ll need a stable identifier for each specific product. Most small online stores I use have product names riddled with typos, so a way to tackle that would be nice.
• What’s the data model? Would each store be an ActivityPub Actor? Like each one would have a username and publish inventory updates?
• Where do these updates go (maybe something akin to a Lemmy “community”)?
• If you’re just relying on stores’ self-reported stock levels, where’s the benefit of using a federated model? Could you just build an open source app that scrapes retailers’ websites and collates that information?
• Is the eventual goal that this competes with Amazon et al? I.e. it becomes an actual marketplace, perhaps with a “buy” and “sell” Action, and where vendors’ instances are effectively web stores?

It’s a risk that I’m willing to take, personally.

But tbf I do make sure that I own my primary mail domain.

Website hosting and such thing? Njal.la all the way. Never had an issue with them.

Edit: oof, clearly some irrational hate for njal.la here. I state my personal preference and get downvoted… is this reddit now?!

Sonarr + Radarr + Transmission-OpenVPN + Ombi + Plex.

For the past ~5 years or so, I’ve had the choice of a polished web UI to pirate any movie or TV show on demand. Up until the past few months, I have still paid for:

• Netflix
• Amazon Prime
• Apple TV+ (as part of Apple One)
• Disney+
• YouTube Premium

… because their products and recommendation engines were more user-friendly for my family and I. Since the pattern of price gouging in the last 6-12 months, I now subscribe to:

• Netflix (cancelling this imminently)
• Apple Music (Apple One cancelled)

I hope the shameless cash grabs result in a mass exodus of users and really hurt these platforms.

I would’ve been delighted to receive a managed Ethernet switch as a kid! I hope it came with some useful SFP modules and a USB serial adapter 😜

“Why?”