Raised multilingual here (as in father spoke one, mother spoke another, living abroad and US back and forth). I don't know about the stronger social ties but I have found that thinking in a different language helps me get to sleep easier. There are times when I'm spinning around in webs in English (work, life etc) at night, and when I switch over to Spanish thoughts I fall asleep easier.
Maybe just stuff like that is enough to make a difference.
I work in AI, both building at a large company and consulting on the side. My manager (of two months) uses claude to reply to everyone in Teams and emails, usually filled with nonsensical slop. I believe in its potential when applied correctly but also am realizing that it's unlocking an entirely new kind of fraudster.
Really cool idea. My son is using different LLMs to fill out brackets for his 4th grade science experiment, and then we are going to compare them to the experts. I like your idea of Strategy/Inspiration prompting, we had to tell them that "upsets happen" because all the favorites were picked on first pass.
Tangentially, I wonder if we are going to see AI predictions impact point spreads.
> This is a known limitation with small LLMs (0.6B-1.2B) doing tool calling.
To me this is this nut to crack, wrt tool calling and locally running inference. This seems like a really cool project and I'm going to dive around a little later but if it's hallucinating for something as basic as this makes me think it's more of POC stage right now (to echo other sentiment here).
Does fastlane still hang for a little before every command? I used to optimize build pipelines for a large company's iOS teams and it always seemed to stall for a little before doing the work. We eventually moved to Xcode Cloud (mainly to avoid code signing) and ran xcodebuild directly.
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