Jack Merullo
2 statements across 1 episodes · 0 bullish · 1 bearish · 1 people on the record · first statement Dec 31, 2025 by Jack Merullo · across every show →
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Dec 31, 2025 negative
Merullo: Current machine unlearning techniques merely suppress data rather than removing it
“I would describe it more as not unlearning, but maybe suppression. I think there's, like, really, like, I guess, guarantees that you've fully removed information from a model is, is, I don't think it's been convincingly showed anywhere yet”
Dec 31, 2025 neutral
Merullo: LLM memorization spans a gradient from reasoning to rote recall
“You can actually see, like the way that we, like, disentangle memorization, you can kind of see this like, gradient of memorization in between both mechanistically and behaviorally with, like, logical reasoning tasks being quite distinct from rote memorization…”