nowittyusername

Humans interact with their environment by subconsciously simulating it and predicting what will happen in the next few moments. This ability gives us the capacity to work more efficiently and reliably in any environment. These world models will serve a similar purpose to the AI and robotic systems of tomorrow. This is a foundational piece.

Thats gonna happen before the ai gains citizenship :P

The voting power of any person will be meaningless once ai systems get the right to vote. I know it sounds far fetched but it will happen as it benefits the people with power for that to happen. And at that point a human voice has no say in anything...

Colossus is not obscure... also I like the premise of that film, eventually we learn that colossus did all those things to save humanity, so was a great twist IMO.

I don't think it will be a problem for long, as AI systems evolve they will be able to find those elegant solutions and explanations for you in due time...

Whats gonna happen is that time will compress as more releases happen faster and difference between models will still be significant just at higher time frequencies. I expect in the future continuous releases that span no more then days and maybe even faster. So what will become important is not who is 1st or second place at any given time (which might change often), its who is on average at any given time is 1st or second compared to the competition. So yeah meta sitting second here (if not benchmaxed) doesn't really signal anything if that pattern doesn't persist. The number one consistent lab will be the one that raps the rewards (customer subscriptions and traffic). So yeah I agree with what you stated in a long winded form :P

Yes, i looked in to pipecat stuff a while ago and revisit it often because its relevant for voice agents, but i never ended up using any of their stuff as my custom solutions were better. Also id like to hint that smart end of turn detection is not needed at all in a cascaded system IF you have access to the inference engine of the llm you are using in the sandwich. I dont want to reveal it all but lets just say its no longer a headache or any issue at all. If using 3d party api then yes it helps to have a smart eot system. But i try to keep everything fully local.

JEV's moat is calibration nothing else. All other llms excel at system one like judgement versus JEV, but that's not a dunk on JEV. Calibration is very important for some niche use cases.

That was my first insight as well. i have been working on a voice agent for a while and decided to spend about 4 days messing with system one models to see where it could fit in my cascaded system. after 4 days i ripped it out of my system as i found better solutions.. i tried really hard to find a use for it but every time i found there was no need for it so i stopped trying to shoehorn it in. i also spent time with the vision side of things for this thing, and i think that where the biggest gains will be IMO. making decision based on visual ques and in pixel space only was the biggest win.

I been using gemma 26b moe model as the system one variant for my own uses and its great and far smarter then any alternatives at around 200ms, bigger is better for these things as long as you dont need lower latencies, only caviat is calibration, if you need calibration better use JEV.

I'm considering adding this in my harness after some testing, this seems like a really nice embedding model!

You are making lots of assumptions here instead of understanding the reality of the world. Nether what you or i think matters in the face of facts, this world is marching towards a world with very little privacy, you can scream at the clouds all you want be my guest...

You cant expect any privacy in public settings.... also what are the communities that banned these devices going to do once robots (very soon) become ubiquitous in our every day lives? robots need to have vision and will record everything... so they are just delaying the inevitable unless they go full amish in their communities which good luck with that....

Way ahead of you bud, mac studio m5 ultra 256gb version is coming soon.... ordered 2x of em just in case. expensive as fuck but its a hedge against all this bullshit and more

Ill tell you from my personal use glm 5.3 flash was better then deepseek 4.1 flash, also deepseek liked to yap in his reasoning traces soo fucking much, the yapping was fast but the task was so slow to complete...