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3 articles
research
Scaling laws: bigger, but why
"Make it bigger" sounds like a slogan, not a science. Scaling laws are what turned it into one. Here is what they actually say, and what they do not.
#scaling-laws#compute#training
04-17 16:38·7 min read
use-cases
AI for research and literature review
AI can compress weeks of literature review into hours — and quietly invent citations that do not exist. Here is how to get the speed without the errors.
#research#literature-review#academia
04-07 15:14·7 min read
research
Emergent abilities: real or mirage?
Big models seem to suddenly "get" skills smaller ones lack. Is that a real phase change, or a trick of how we measure? The honest answer is: both.
#emergence#scaling#evaluation
04-03 08:35·7 min read