causal claim
The approach compares representations with a reference density rather than with one another, making it more stable.
Alexander Mattick · Why Scaling Prediction Cannot Create Intelligence - Alexander Mattick · 21 Sep 2026
In their words
The transcript segments this claim was taken from
“uh contrastive, compared to a reference density, and not compared to itself, and it makes it a lot more stable.”39:54Report a misattribution
0.90how strongly it was put, not whether it is true
0.75importance to the conversation
0.92confidence the claim was read correctly