Topological Steering
cs.LG
Submitted: 2026-09-01
Updated: 2026-09-01
Terminology
Sources
- A General Language Assistant as a Laboratory for Alignment
- A Topology Layer for Machine Learning
- Statistical topological data analysis using persistence landscapes
- Deep Learning with Topological Signatures
- Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
- Steering Language Models With Activation Engineering
- Angular Steering: Behavior Control via Rotation in Activation Space
- Universal and Transferable Adversarial Attacks on Aligned Language Models
- Representation Engineering: A Top-Down Approach to AI Transparency
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