#clean

Linkpost: "Neural Networks Are Already Clean" Followup Technical Paper

Yesterday, Goodfire released the companion technical report to Nick Cammarata’s viral interpretability essay "Neural Networks Are Already Clean" , but it seems to have gotten buried in all the recent crazy AI news. The technical report is titled: "Neurons as an Interpretable Basis". Goodfire's Twitter announcement for it can be found here . Like Nick Cammarata's essay, it's full of inventive, oft-interactive data displays. Don't just feed this to an AI agent and assume they can grok the post by pulling a PDF. Quoting from the Abstract : (emphasis mine) We study the neurons of Qwen3.6-35B-A3B u

LessWrong · EN

Trisha Paytas comes clean in 'Crying on the Kitchen Floor'

NPR's Juana Summers talks with Trisha Paytas about her memoir, Crying on the Kitchen Floor, and what it's been like to share her life on YouTube since she was 18 years old.

NPR Arts · EN

Takes on “Already Clean”

This is a post containing reflections on Goodfire's recent release , "Neural Networks Are Already Clean", which argues neuron-based interpretability may be easier than we think. The essay is a summary of a technical paper that will come out later this year. Also featuring thoughts on where this research will lead, plus speculative ideas about neuron monosemanticity (What I base views expressed in this post on: earlier this year, I worked on neuron-based interpretability for LLMs (we recently published a paper ). We mostly looked at low-level properties of the neuron basis and didn’t do many ca

LessWrong · EN

Linux x86 32-bit Patches Clean Old Kernel Code After Recently Removing Vintage CPUs

With the Linux kernek having phased out i486 CPU support and dropping old AMD Elan SoC code along with removing other obsolete and stagnate 32-bit x86 hardware support, some x86 32-bit clean-ups are proceeding along with being able to make the kernel depend unconditionally now on some features...

Phoronix · EN