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100 villagers in Java, zero LLMs. Each choice is one pass of Laya, a 421M classifier by Nandakishor Mukkunnoth. Click anyone to see the sentence it got. One bad phrase and all 100 chose "relax". Town: johannesrabauer.github.io/laya-pixel-t...

6/10/26, 1:11 pm0 reposts1 like

nathanlively.bsky.social

@nathanlively.bsky.social

What’s your takeaway from this?

Johannes Rabauer

@rabauer.dev

Great question! i wanted to play around with these neural text classifiers, because they seem like a interesting technology for fast decisions. Yet for me it wasn't clear how fragile it is to specific wording. If you write "Right now Maya is relaxing", you'll get a 99% chance to keep on relaxing...