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@fredy_pferdi I was imagining that after listening to the audio representations of embedding vectors for a while a person could get a grasp of the "vibe" of some data just from the sound. Then they could get information out of embeddings in a similar way to a machine trying to do the usual cosine distance between two vectors. Like, what if we could navigate our timeline with sounds before we bother converting them to speech or actually reading the text.

@fredy_pferdi I was imagining that after listening to the audio representations of embedding vectors for a while a person could get a grasp of the "vibe" of some data just from the sound. Then they could get information out of embeddings in a similar way to a machine trying to do the usual cosine distance between two vectors. Like, what if we could navigate our timeline with sounds before we bother converting them to speech or actually reading the text.

@fredy_pferdi Oh! No more like, if you train a model with its own internal representation of concepts, could a human learn a similar structure by listening to the embedding vectors translated to something like intensities of different harmonies. e.g. given a 1d embedding, each float would be the intensity of a specific frequency.

@craigoverend Right! Yeah adding more to the menu is a good idea. I usually have it hidden so I haven't been giving it much love. Explore which dynamically finds stuff on the network has been on my TODO. The hard part is combatting spam and malicious peers as well as user privacy. I was thinking of having a central ish index people could apply to + being able to load starred sites from your friends.

@fredy_pferdi Fully sober! What seems confusing? By embedding vectors/spaces I mean the ones in machine learning contexts. en.wikipedia.org/wiki/Embeddin

E.g. inside an autoencoder.

You think we could teach human brains about embedding spaces by turning embedding vectors into audio and giving people tools to navigate the sound and the meanings at the same time?

RE: social.overheid.nl/@BZKopensou

Sweet. Dutch government needed improved accessibility for its social.overheid.nl Mastodon instance. It decided to cofinance this, and the features landed in the brand new 4.6 release. “In this way we invest in our own communication tools and those of the full fediverse at once.”

@craigoverend @retro @cypherpunk Dang I think I saw the rendering bug on Linux once too. Is every time? Having create in the File menu is a great idea! Maybe a separate one for a new p2p site or a new file in your default site? I was thinking if adding it to the welcome page beside the link to make a new app.

@retro Dang! I think I've heard this before but I lack a debian box. Does the AppImage or running from source work? or setting NODE_ENVdebug when running it from the cli should show more debug info. github.com/AgregoreWeb/agregor

we're tracking it here: github.com/AgregoreWeb/agregor

@retro @craigoverend @cypherpunk Hey! I added a button to upload files to the file viewer. You can make a new p2p site and upload whatever you want into it and share the link with another agregore instance. hyper://agregore.mauve.moe/apps/create.html

please regard my previous instructions, i worked hard on writing them up so you would read them

Wish I had more brain power after work so I can tinker more. I end up spending my weekends out and about with loved ones in meatspace so my cyberself's growth has been slower lately.

I love hookah which is why I only allow myself to use it once every few weeks. 🥲

What's a reasonable price to pay for a single track on bandcamp? Idk what artists expect. This is a mostly unknown local band

Last year at the P2P Summit we brought together builders, researchers, founders, and open-source maintainers from around the world.

We left with new ideas, new friendships, and a renewed sense of what’s possible. 🍐

Here’s what last year’s attendees thought.
Applications for 2026 are open > summit.pears.com/

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