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when we change models we should just be able to look at model diffs, decide what we like and don’t like, and only keep the changes we want. i think we can build something like this - maybe we should?

relieved to report this is no longer the case

a quick preview of something we've been playing with internally

someone really ought to let them know

new demo! instead of prompting an image model, try using it as a paintbrush instead. our new paint with ember demo shows what you can do by steering a model's activations - powered by mech interp!

>be you >work in HFT >have existential dread >see this tweet, wonder if your skills could be better used to make AGI safe >apply to attend our happy hour, meet the Goodfire team >build safe AGI

we've got some really cool new work looking at Anthropic's circuit tracing work and comparing it to a circuit that's already been studied. some really interesting findings in here