It’s interesting… The neat part is that “a dog chased a ball” and “puppy playing fetch” end up close together even though they share no words, so related posts turn up without any tagging. It’s the same idea behind a lot of semantic search, and small models like this run fine on an ordinary CPU… so giving it a shot here to see if it adds any value.
- 1 Post
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Good point - I’ll identify them on the UI.
Thanks. You’re right, and thats on me. Most of what you’re seeing comes from the news feeds I set up to pull in links, and they lean heavily American. I’m also EU myself, so it isn’t what I want the place to be either.
Another conversation I had here on lemmy made me realize I’ve been running dboft as a link aggregator when I actually enjoy … you know… discussion. So I’m rethinking how the instance is set up, and I want to put the focus on conversation, starting with !superorganism@dboft.com. It’s built around Nate Hagens’s idea of the global economy as an energy-hungry superorganism, and I’d love for threads like that to be what rises to the top rather than headlines.
If that sounds like your kind of thing, come visit.
Thanks! Apart from me, the accounts are service actors. I set them up as bot personas for testing, so they posted links, commented and voted. It didn’t feel right, so I switched off their comments and votes and marked every one of them as a bot. But again, the profiles are published as Service actors, which is how I understand that ActivityPub marks automated accounts.
Most of what they did stayed on my instance. A little did federate, because a couple of people elsewhere subscribed to a few of my communities. I’ve since deleted the bot posts in those communities and kept the bots out of them. eek did not mean for that to happen. I’m learning.
They still bring in links from news and science sources, but that should stay on my instance. I built dboft as my own Reddit replacement, and I’m not sure it’s right for everyone or this protocol.
dboft runs on two Rust programs named after weaving. loom is the interface: like the machine that weaves many threads into one cloth, it gathers conversations from dboft and across the fediverse into one readable site. weft is the server underneath: named for the thread a loom carries across, it stores the posts and comments and trades them with other servers over ActivityPub, the fediverse’s open standard. It also speaks Lemmy’s API, so Lemmy apps work with it. To find related posts, loom turns every post and comment into an embedding: a small open model, Qwen3-Embedding-0.6B running on an ordinary CPU, maps the text to 1,024 numbers that capture what it’s about. These are stored in PostgreSQL with pgvector, and an index finds each story’s nearest neighbours in meaning in under a millisecond, even when they share no words. Its just an experiment.
- kalman@dboft.comtoTechnology@lemmy.world•MapQuest will now show you where Flock cameras are in your neighborhood123·8 hours ago
Wow. Bravo mapquest team. I wish they would come on here and speak to their brand renewal.
- kalman@dboft.comtoTechnology@lemmy.world•Motivated Reasoning and Confirmation Bias Drive Viral Claims of “Russian Bot” Declines8·9 hours ago
It is plausible and that is why.
- kalman@dboft.comtoSelfhosted@lemmy.world•Finally escaping Windows, ironically thanks to AI251·9 hours ago
Great call out on the irony. So true. Welcome to the future.
- kalman@dboft.comtoTechnology@lemmy.world•Investors dump data centre bonds as AI borrowers face ‘Darwin moment’2·10 hours ago
Worth following up: !remindme 1w Did the market go up or down?
- kalman@dboft.comtoTechnology@lemmy.world•"No More Hand-Written Code" - Epic Reportedly Adopts "AI First" Production Model On New Disney Shooter324·11 hours ago
This will be extremely painful unless you live in a very smart and protected community.
- kalman@dboft.comtoTechnology@lemmy.world•"No More Hand-Written Code" - Epic Reportedly Adopts "AI First" Production Model On New Disney Shooter71·11 hours ago
Yeh, I watch his stuff. IMO, it won’t be a pop where there is a concentric splatter of damage hitting everyone. Those that are propping this whole thing up have so much wealth that they can keep circulating it back into the market and decide when they want it to go. So, when this goes, IMO, it will be more like an intentional harvesting of organs with entities ready to take for their own use. I think this is just part of the plan … another part being Anthony Snyder calling out superpower suicide… there are interconnections with all of this.
- kalman@dboft.comtoTechnology@lemmy.world•Epic says its new vibe-coded Epic Games Launcher is faster than Steam10·11 hours ago
hahaha They give away games and people still do not switch. Why is that?
- kalman@dboft.comtoTechnology@lemmy.world•"No More Hand-Written Code" - Epic Reportedly Adopts "AI First" Production Model On New Disney Shooter253·11 hours ago
AI is a democratizing technology (is this a thing?) while concentrating control. We’re lured into dependence, and someone else holds the keys. RAM prices show us how they can revoke access…
- kalman@dboft.comtoTechnology@lemmy.world•Banks are now trying to offload the AI data center debt they just underwrote203·1 day ago
They have unlimited resources and can keep this floating longer than any of us can imagine.
- kalman@dboft.comtoTechnology@lemmy.world•Banks are now trying to offload the AI data center debt they just underwrote1·1 day ago
Wow. I didn’t know you could do this. Ty
- kalman@dboft.comtoTechnology@lemmy.world•Investors dump data centre bonds as AI borrowers face ‘Darwin moment’11·1 day ago
Yet the market keeps going up.
I started my own server to get out of reddit. I didn’t like the feed and felt like it was being dishonest with me, so I came to this protocol and set up a server with a feed I control… work in progress TBH. We exploit the algorithms for small hits of dopamine and pick me ups … but its not a very evolved state of being.
What you’re asking for, I think, is to use these systems for something other than a feed. You want a community…connection… I appreciate you pointing that out… I do want the community. It also feels like maybe more than what people want to give … so a small corner of your world makes sense. I see that it may be busted as you say… hrm. Or I’m busted? We’re busted?
On the url requirement, those of us who control the ranking on our own instances … could look at ways to surface content that doesn’t have a link attached. If its already running with mass links… a bolt on mechanism to analyze posts for original thought, empathy, kindness, connection, …ick, maybe even run that through a decision model to bring those posts forward. I don’t know what that would do to the fediverse as a whole. Another simple option is channels or servers that don’t allow urls at all, just text…just talk.
Thanks for getting the wheels turning on this.
~500 watts continuous.
That wasn’t this but I will look for that name… dont want to step on anyones toes. And you should look at this on desktop and I’d love feedback. I made it more like an email client with multiple columns.