Decided to start writing about GNNs inference, the thing that im mainly working on rn. In this article I go into how we can turn graphs into matrices, using scatter/gather operations to operate on them https://t.co/Uxr0Adn1LF
But we also took a chance to have a look at some in-the-wild scheming, reward seeking, etc. examples, and dumped it in appendix.
1) Summarizer unfaithfulness
Reasoning summaries often omit important information from the original trace.
Here, Opus 4.8 realizes it knows the answer to an AIME problem and then tries to fit a solution to that answer. None of this appears in the summary.
A while back I wrote an article about the autograd engine that i built optimized with AVX-512 and arena allocators but I forgot to post it here, so here it is https://t.co/GgY0IizL5c
@1sukhoi @2Calico@bakenGangsta@Cozmo23@A_dmg04 No clipping/teleport thing that got his first account banned. Both him and Baken were in Rough. We don't tolerate cheaters but also we won't abandon people because some loser on Twitter accused someone. Baken admitted as much in vc, should just admit it at this point. Sad shit
@2Calico @1sukhoi @bakenGangsta@Cozmo23@A_dmg04 Removed him now. His own friends and people he played with calling him out recently, before it was all Twitter people accusing him. So it was enough for us. It gets thrown around very lightly these days sadly. As for Baken, he uses the same thing as Jb3, take that as you will. 💤