I was musing about this recently with the recent models becoming more capable. The core of gen AI is the model, which is trained on a massive dataset. To date, gen AI has improved because the models have become larger, more efficient, the data they are trained on has become better and the software/harnesses around them has improved to help query them.

As I see it, surely the bottleneck will soon become the data they are trained on? If we imagine a scenario where a models could consume an infinite amount of training data, and there is no limit to the training time or quality. The sum of human skill/knowledge is the limiting factor. Gen AI should (in theory) never be able to out preform or push the boundary of the sum of humanity at time of training.

Or, counterpoint, is there enough randomness and speed to iterate that gen AI can actually step change and improve if training times/cost were less prohibitive? Most companies/models today will save good output and feed it back into the next iteration, but right now that's taking months. What if that took minutes?

What do you think?

Is gen AI going to take us to general intelligence?
Will gen AI get to a place where it's "intelligence" and reasoning is actually better than the sum of Humanity?

My current headphones (Philips TAH8506) are pretty worn out from daily use and recently a bit of plastic on the side cracked, so I figured it'd be a good time to get new ones. Since I know very little about literally any audio hardware it seems a good idea to ask here. Things I'm generally looking for:

• must be over-ear
• decent sound quality; I'm not going to pretend I'm an audiophile, the ones I have now are sufficient so anything as good will do
• connectivity: this is where things get tricky. My current usage is being connected through a jack when using pc and bluetooth when using my phone. These 2 connection modes are a must for me. However, I'd also really like if I was able to connect to pc over 2.4gz with a dongle because bluetooth latency is, frankly, awful. It's mostly why I use a wired connection to pc.
• microphone is not needed (in fact I'd prefer if they don't have one)
• ideally not more than $200
• available in Europe without oversea shipping
• nice to have, but not required:
  • a way to control playback (pause/volume etc) from the headphones. The ones I have now have a touch panel on the right and I occasionally use it (but probably wouldn't miss it)
  • ANC
  • cat-resistant cables (probably no such thing exists)

I'd also appreciate general pointers regarding which brands provide good quality at a decent price to make searching easier. Thanks in advance for any answers!

Hey, so I've used an XBone controller for... God knows how long. I've been playing Mina the Hollower and realized that it's causing some pain along the muscles going from the top of my left middle and ring finger past my wrist; I've got piano fingers and kinda grip the analog pretty hard, so my fingers are going past 90° holding the thing and I'm pretty sure I shouldn't be doing this anymore.

I think if I had a bigger controller I'd be fine? I'm trying my arcade stick, but it's not great for fine motion like the analog. Does anyone have any experience with having to move out of their usual controller due to pain, and what did you do?

Hello,

I'm into self-hosting and when my daughter (elementary school) started writing her own recipe book, I kinda went "She is young, she shouldn't be doing this in paper form" and I started looking around for a solution for kinda non-existing problem.

I stumbled upon Mealie, which is server that can be used in docker and is self-hosted recipe book/website. It seems like you can come in and say like "I have these ingrediants, what can I do?", it also seems to be able to generate shopping lists based on your selected recipe, you can use checkboxes when bringing all the ingredients on the kitchen board/table/top (non-English native speaker here) and so on.

It seems like the right software for me, but before I delve into it, I wanted to ask if someone else possibly runs such service for themselves at their home. Is there somebody who is using something like this? It doesn't have to be Mealie, specifically. But it should be server-side service, not some smartphone app. I know there are other such services, which are also open-source, but I forgot the names, sorry.

Thanks for any relevant answers!

I work across the street from a high school football field and track. During practices and games, they play music at volumes that rattle the windows. Recently, I was in charge of running sound for an event on that same field, but I could barely get my music to play loud enough to be heard. For context, this is a sound system locked in a case so there's no possibility of adjusting levels. There's an RCA aux port with a haggard 3.5mm adapter cable and iPhone adapter. My devices are a chromebook and galaxy tablet. I eventually downloaded the sketchest sound booster app for the tablet which helped somewhat, but nowhere near as loud as what those kids get at their sports.

Does anyone have any idea what's going on here? Why don't my devices output enough? Is there a better remedy?