Paper-Conference | TSG Lab – Technical Safety & Governance Labhttps://tsglab.github.io/publication-type/paper-conference/Paper-ConferenceHugo Blox Builder (https://hugoblox.com)en-usMon, 01 Dec 2025 00:00:00 +0000https://tsglab.github.io/media/logo.svgPaper-Conferencehttps://tsglab.github.io/publication-type/paper-conference/Context Matters: Analyzing the Generalizability of Linear Probing and Steering Across Diverse Scenarioshttps://tsglab.github.io/publication/context-matters-linear-probing-steering/Mon, 01 Dec 2025 00:00:00 +0000https://tsglab.github.io/publication/context-matters-linear-probing-steering/Emerging Risks from Embodied AI Require Urgent Policy Actionhttps://tsglab.github.io/publication/emerging-risks-embodied-ai/Mon, 01 Dec 2025 00:00:00 +0000https://tsglab.github.io/publication/emerging-risks-embodied-ai/Establishing Best Practices for Building Rigorous Agentic Benchmarkshttps://tsglab.github.io/publication/agentic-benchmarks-best-practices/Mon, 01 Dec 2025 00:00:00 +0000https://tsglab.github.io/publication/agentic-benchmarks-best-practices/Full-Stack Alignment: Co-Aligning AI and Institutions with Thicker Models of Valuehttps://tsglab.github.io/publication/full-stack-alignment-institutions/Mon, 01 Dec 2025 00:00:00 +0000https://tsglab.github.io/publication/full-stack-alignment-institutions/Beyond Linear Steering: Unified Multi-Attribute Control for Language Modelshttps://tsglab.github.io/publication/beyond-linear-steering-multi-attribute-control/Sat, 01 Nov 2025 00:00:00 +0000https://tsglab.github.io/publication/beyond-linear-steering-multi-attribute-control/Precise In-Parameter Concept Erasure in Large Language Modelshttps://tsglab.github.io/publication/precise-concept-erasure-llms/Sat, 01 Nov 2025 00:00:00 +0000https://tsglab.github.io/publication/precise-concept-erasure-llms/Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustnesshttps://tsglab.github.io/publication/latent-adversarial-prompt-robustness/Sat, 01 Nov 2025 00:00:00 +0000https://tsglab.github.io/publication/latent-adversarial-prompt-robustness/Trust Me, I'm Wrong: High-Certainty Hallucinations in LLMshttps://tsglab.github.io/publication/trust-me-im-wrong-hallucinations/Sat, 01 Nov 2025 00:00:00 +0000https://tsglab.github.io/publication/trust-me-im-wrong-hallucinations/Rethinking Safety in LLM Fine-Tuning: An Optimization Perspectivehttps://tsglab.github.io/publication/rethinking-safety-llm-finetuning/Wed, 01 Oct 2025 00:00:00 +0000https://tsglab.github.io/publication/rethinking-safety-llm-finetuning/Do Sparse Autoencoders Generalize? 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