My private version of anti-dopamine fracking is playing the phone game. Every social event I attend, I try to be the last person to look at their phone (well basically not look at it at all). It is fairly sad how easily this game is won in under 30 minutes in most casual settings.

Would also be interesting to add a virtual model that is simply the majority of all models and see how much the individual models differ from the "consensus".

Do you plan to add some sources in the related work section of baseline numbers for human expert disagreement in fact checking tasks (I'm assuming such studies exist).

I find the "independent researcher" business model quite interesting. In the linked post he writes """DFT is a proprietary training algorithm, however, I’m currently offering a beta for a model training service where I will train your model for you using DFT.""" I'm curious how successful this is. Essentially market some AI breakthrough as a service instead of publishing a paper like my academic brain is trained to do.

As an aside, one thing that I always loved about our field was that the startup cost for many business ideas was "a laptop, internet connection and some some grit". In the age of AI it's quite a bit more and I feel one of the sad side effects of this is that it crowds out poorer and younger developers.

This is also the 60th release. Congrats team.

The engineering was horrible and very ad-hoc but I learned a lot. Results were ok-ish (I classified tweets) but it gave me a good perspective on the sheer GPU power (and engineering challenges) one would need to do this seriously. I didn't fully grasp the potential of generating output but spent quite some time chuckling at generated tweets (was just curious to try it).

Chop 2-3 pieces of garlic and roughly the same amount of chilli into very fine pieces (same cutting board so they mix already while chopping) and add it. Then squeeze about a slice of lime. taste and up/down sugar/acidity/fishiness to taste.

Edit: Typically I use 3 tablespoons of nước mắm with 12 of water for the 4:1 (forgot that in the initial post, otherwise the sugar amounts and so forth make little sense).

It's usually initial contact + demo or feature talk of sorts. The next step is some small project with customer specific data which is billed. They get a quote and either do it or don't. Scale up, SLA etc. follow after that (basic outline of what's possible is usually given in the initial contact). Alternatively this small project can be some consulting package but it's always billed.

But at least for friends and family it should be possible to create some flow where every member has a key-combo and you trust them to only sign stuff they wrote etc. and have local mini-keysign parties.