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Use Gemini or codex models

That is not the primary purpose of LinkedIn though. It is used extensively by a class of people who are generally decision makers and those selling services to them.

No study of ai can ever be done or be relevant because ever couple of months they are a new number to the name of the model thus invalidating all work around model behavior

Yes, you are right. Sorry, I missed that out. It's just that all the open-weight models mentioned were... One year old or older. I just forgot that, firstly, such research is rarely done on frontier models because it takes time (you start with Llama 3.3, but look, one month later there's Llama 4), and secondly, there's also a publication delay. I think I'm just too used to the world of software, where everything moves at lightning speed. Sorry : )

I can’t lie It’s a pretty neat way to track who’s recording

For me I pass the token costs off to my clients. Not everyone is a hobbyist burning their own cash on personal projects

I’ve done Chinese style fermentation which just goes forever, you add more veggies in as you take them out, and it calls for adding vodka every month or so. Wine should be fine

Interesting... I've never heard of vodka being used in fermentation, but also I'm unfamiliar with Chinese styles of fermentation.

Are there any resources you can recommend to help speed up the education of someone wanting to learn more about this?


This might help you start but I learned most of it from binging YouTube and Reddit threads

https://blog.themalamarket.com/sichuans-naturally-fermented-...


I’ve never been able to get a good rise out of sourdough. I make bread all the time, make sauerkraut beer etc and my starter doubles in size but when making bread it just never works

Replying to see if anyone has a foolproof solution.

My next attempt will include better, windmill milled flour.


Successfully baking with sourdough 1-2 times a week. From the top of my head, some things that has elevated my results...

Once you have a starter, keep feeding it with organic rye grain flour, you might need to try different brands. Bake in a cast iron pot, with lid initially, the crust will be unreal.


I love that the existence of this word implies being thrown out of a window was so common it required its own word

People used to empty chamber pots by throwing them out the window.

Democracy is flawed which is why our system has checks and balances both democratic ones and non-democratic ones. Mob rule is not preferred thanks

Don’t care, the society disrupting nonsense will stop one way or another and we’re done entertaining concern trolls about the matter

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