To the best of my recollection, Opus is absolutely better than AAC, according to the blind tests done by hydrogenaudio, among others. Vorbis was very slightly worse than AAC, but much like all benchmarking, sometimes it did better, sometimes worse.

HE-AAC, the "High Efficiency" branch, has proven to provide higher quality than Vorbis at low bitrates (ie. 48-56 kbit, IIRC). That said, I don't know exactly how Opus fits into comparisons with HE-AAC. I seem to recall Opus is better than HE-AAC in the general case, but much like Vorbis vs AAC, the performance is similar.

Either way: I think it's kinda nuts that HEVC has been out since 2013 (nearly 12 years), has been succeeded by VVC in 2020, and HEVC still hasn't settled its patent wars. I don't keep track by any means, but I gotta wonder how many of the HEVC cases end up being tossed as "moot" because the patent expired...

i generally send it a voice note via telegram while driving and then check back in like 1-2 min, or it is sending me a reminder about something on our shared calendar. it's still faster than texting my buddy about making plans for this weekend or whatever.

I'm using a $200 used ~5 year old (from the ebay listing) HP EliteDesk 805 G6 DM Desktop Ryzen 5 PRO 4650GE 3.3GHz 32GB RAM 512GB SSD WiFi in cpu mode... you don't need a gpu to run single user local LLM... just a bunch of ram. This isn't 2022 anymore

It's about 5 tokens/second which is totally fine for an async assistant. 20 tokens/second is about the lower limit for usable in realtime. You can also set it up to use a smaller model for quick questions (what are the next 6 items on my calendar/to-do list?) and drop through to the bigger slower model for harder questions (can you add this feature to my internal ticketing system and redeploy?)

I ordered 64gb of ram about an hour ago and i'm planning on running either qwen 35B-A3B 8 bit or 122B-A10B 3 bit in fully offline mode.
 
  >the actual cost of 'running the AI.'
 
is a fixed $200 cost (ram upgrade) + electricity

I cancelled my subscription overnight, and I'm using the free credits they gave me to wrap up some things and transition away. I am not going to be locked into someone's walled garden again.

If it can not do the exact same equally good for closed software projects IT IS NOT CLEAN ROOM.

This will help push FOSS gaming and community driven self-hosting of gameservers back towards mainstream. And that's a good thing.

The thing with most countries that aren't america is you cant just unilaterally change a contract even with "30 days notice", you need to get the customer to actively consent, click a button that says "I acknowledge this nonsense" or whatever. Netflix was fined for breaking Italian law, in Italy.

Netflix are absolutely NOT in the right, and that should not be controversial to anyone

All trained to secure Microsoft products. Hopefully that's enough...

It's almost like people that are completely bought-in on a hype cycle that can't be rationally justified are not paying attention to easily observed reality.

It's kind of pissing me off actually. I'm finally to the point where the 32GB I have in my desktop isn't sufficient for what I'm doing on it anymore, and I don't want to spend the entire price of a new mini PC to get it to 64GB.

So I have to grit my teeth through swapping and frequent reboots.

Fuck the AI billionaire bros.

And she was proven right in 2024, unfortunately.

There's a large cross-section of the US electorate that is far too concerned with identity politics at the expense of policy politics.

Maybe we can stop with the infinite build for endless capacity bullshit.

I was into climbing and moutaineering in my teens. I clearly remember when climbing an 8k mountain actually meant something and doing it proved you were an experienced hardcore expedition climber. Everest today is such a joke and farce that I'd be embarrassed to brag of even attempt a summit. They should just install a Via Ferratta, stairs and bridges all the way to the summit and be done with it. That would actually make sense, given the state of things we've reached. They have actual traffic effing jams at the summit and the rainbow flank is littered with the dead bodies of dimwitts taken out by Darwin. It's called "rainbow flank" because of all the colored jackets of the dead.

Just build a staircase, ask an obscene fee to pay for it and void all insurance for anyone who goes above 5500 meters. Problem solved.