www.biorxiv.org/content/10.1... is the most exciting new advancement in #neuroscience I've seen in a while! A brief 🧵: The shared dream of neuroscience and physiology has been to understand how behavior and homeostasis emerge from continuous loops of exchange between brain and body. 1/N

What happens when "If at first you don't succeed, try again?" meets modern ML/AI insights about scaling up? You jailbreak every model on the market😱😱😱 Fire work led by @jplhughes.bsky.social Sara Price @aengusl.bsky.social Mrinank Sharma Ethan Perez arxiv.org/abs/2412.03556

🚨🛡️Jailbreak Defense in a Narrow Domain 🛡️🚨 This paper disentangles whether jailbreak defenses struggle due to needing to defend against so many diverse threats OR the innate hardness of defending against a single threat 1/2

I'm disappointed I needed to say this on an #ICLR2025 submission: "While the authors are well within their rights to challenge prior work, suppressing contradictory evidence is antithetical to the scientific process and muddies the research community's understanding"