Symmetry and Geometry in Neural Representations

N/A

related reading

• The World Inside Neural Networksgoodfire.ai
• When Models Manipulate Manifolds: The Geometry of a Counting Tasktransformer-circuits.pub
• Neuronpedianeuronpedia.org
• [2602.15029] Symmetry in language statistics shapes the geometry of model representationsarxiv.org
• Jacobian Lens – Qwen3.6-27B ｜ Neuronpedianeuronpedia.org
• Interpretability Dreamstransformer-circuits.pub
• 07-representation-learning.pdfweb.stanford.edu
• GitHub - mazabou/awesome-neurofm: A curated list of awesome neuro-foundation models · GitHubgithub.com
• GitHub - ByteByteGoHq/system-design-101: Explain complex systems using visuals and simple terms. Help you prepare for system design interviews. · GitHubgithub.com
• GitHub - PaulPauls/llama3_interpretability_sae: A complete end-to-end pipeline for LLM interpretability with sparse autoencoders (SAEs) using Llama 3.2, written in pure PyTorch and fully reproducible. · GitHubgithub.com
• GitHub - x1xhlol/system-prompts-and-models-of-ai-tools: FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Tragithub.com
• GitHub - Egonex-AI/Understand-Anything: Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI,github.com