So you are basically building a classifier that tries to assert if a user will like a video. While many are against any kind of “algorithm” within the fediverse, I believe that it’s a necessity. But, I think allowing users to tag content and then building classifiers that allow you to filter based on that would be a more aligned with the fediverse.

Anyway, cosine similarity has worked for a lot of things, so I think it’s a solid foundation to get you started. Another thing you can try is using an embedding model, specifically a model that receives a segment of a video and yields a matrix with the property that similar input will result in outputs relatively close to each other (cosine or euclidean distance).

Another thing to consider is building a platform that will permanently store data. If you can come up with a set of endpoints, I can implement something in python to get ypu started. I don’t have experience with video processing so I cannot help you with that, but the crud aspect is no biggie.

Also, fuzzing is becoming quite popular. It’s a technique that automatically detects vulnerabilities on a binary. Though, it is computationally intensive, so I would love to the emergence of a peer-to-peer project that allows anyone to contribute by testing open-source software.

This need is probably something you can discuss with your therapist.

I ended up setting up a postal server on my vps (see here). Their docs are pretty easy to follow through and it’s probably the cheapest option (assuming you already use the and have a domain).

Lemmy is a public forum, if you want to communicate privately exchange matrix handles and communicate there.

Are there any other, less biased, sources on the topic?

After skimming through the decision of the arbitration comitee, I feel there more than a few inconsistencies in the article.

A quick google search revealed only Isreal friendly sources covering the decision…

The repository is not public (yet), so I created a gist with the relevant code for the transformations I have implemented. This is pure JS (typescript to be exact), I am not familiar with svelte, but maybe it’s easier to plug them in. https://gist.github.com/souperk/6208d9401e4d5e47ab4b9d503b6e97c2

I have a js implemented a simple wysiwyg editor for markdown in react, I can add you on the repo and share a link if yoy want to copy it

But can it run Doom?

Sadly, it’s paywalled behind a 200k med degree. Even then, there is a lot of inconsistent or missing documentation.

But, they are not compatible with other modules of your body.

It helps to think about this as a spectrum, as more features become available more people will make the switch to Linux. Not everyone will be able to swich to Linux at the same time, and some people will never switch.

Gaming was major bottleneck, even I, a person using Linux full time for the past 20 years, I used to maintain a Windows disk to play games. Only in the past couple of years I was able to sunset my windows setup, hopefully to never touch windows ever again. I had to drop a couple of games but it got to the point where rebooting to a OS wasn’t worth it, as most of my games worked flawlessly without any tweaking.

There are many major pros to the Linux desktop environment, but we still need major software applications to become portable. The workflow of an average office worker is still not Linux compatible. Of course there are office alternatives, but they are not as easy to use. Though, IMO the oss world is hurting by trying to copy ms when their products are so horrible… Hopefully, the EU will drop some major cash at the issue with all these talks about digital sovereignty.

My understanding is that the company would be regulated by CRA and not the developer. However, that does not stop the company from pushing the developer for CRA compliance.

One thing to consider here is that photon as an spa does not offer great support search engines. Which can help drive organic traffic to lemmy. While, some may see it as a net benefit, from your point of view it’s an great disadvantage.

I would really appreciate an ELI5, or some examples. For example, would lemmy be regulated by CRA? What about lemmy instances? Is there a difference if there is a fee or a recurrent donations?

That sounds horrible… I recommend getting a pair of loops, they will help you sleep better. Also, for when you are awake try a noise cancelling like bose qc2, just wear them with noise cancellation on if you don’t want to listen to music.

This is not a perfect solution, but at least you will some quality of life improvement.

What an interesting read! The food analogy instantly made sense to me, I am wondering if other people had the same experience?

What is the point of all this, you may wonder? Well, reading Postman provided a big eureka moment for me - an understanding of why I struggle so much to convince my friends to abandon commercial social media in favor of the Fediverse. Drum roll: the Fediverse may be missing a clear, cohesive narrative.

Technically the Fediverse has everything one would need to enjoy independent social media, away from the surveillance capitalism that powers Big Tech. What has been difficult is finding a story, a simple narrative anyone could follow that would explain WHY the Fediverse is the most empowering, most ethical technological solution out there for social media.

I have come to see the Fediverse as the equivalent of organic, plant based, home-cooked meals and by contrast I see TikTok, Instagram, X, Threads, Snap and other platforms by Big Tech as the equivalent of Big Food – brands like Coca Cola, McDonalds, Nestlé, that promote ultra-processed, highly addictive foods and beverages, contributing to an epidemic of obesity, type 2 diabetes and other diet-related diseases.

You should try being assertive, you can look it up, but essentially it’s a healthier communication style that emphasizes on facts and feeling. For example, you shouldn’t say you don’t care for me, instead say you cancelling our date made me feel dismissed.

You can look it up online, essentially it’s a middle ground between being passive or aggressive.

Keep in mind that every feeling is valid, and trying to pursuade someone otherwise is the art of gaslighting. Emotional manipulation and gaslighting, are common in a Narcissist’s playbook, if you feel you emotions are invalidated don’t angry, instead leave it’s not worth your time.

The best feeling of my lie? Getting fired after returning from vacations.

I am considering starting a channel about software engineering. I want to be able to fully switch to open source development, and I am hoping that the channel can become a healthy stream of income in the future.