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| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
Search and browse arXiv CS/AI/ML papers, enriched with AI-generated insights.
Generate novel research ideas grounded in real arXiv papers with Brainstorm.
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
Search and browse arXiv CS/AI/ML papers, enriched with AI-generated insights.
Generate novel research ideas grounded in real arXiv papers with Brainstorm.
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
Showing 241-259 of 259 papers (page 9 of 9)路 258 ms
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
| Making LLMs Say What They Think: Measuring and Improving CoT-Interpretability Alignment Chen Zhao, Eunsol Choi, Shauli Ravfogel, Yihuai Hong Published: 2026-09-30Area: cs.CLCitations: - Tags: ai-safety, alignment-training, cscl, interpretability, preprint | 2026-09-30 | cs.CL | ai-safety, alignment-training, cscl, interpretability, preprint | - | - |
| Detect, Explain, Interpret: An End-to-End Benchmark for Time Series Anomaly Detection, Explainability and Interpretability J茅r茅mie Fourmann, Jules Barbe, Magali Parrino, Paul Boniol Published: 2026-10-01Area: cs.LGCitations: - Tags: ai-safety, cslg, interpretability, preprint | 2026-10-01 | cs.LG | ai-safety, cslg, interpretability, preprint | E10 / R6 (90%) | - |
| Specific Algorithmic Interpretability of Neural Networks: A Case Study on Textures Anneke von Seeger, Gilad Lerman, Ron Levie, Yanglin Zhang Published: 2026-10-03Area: cs.LGCitations: - Tags: ai-safety, cslg, interpretability, preprint | 2026-10-03 | cs.LG | ai-safety, cslg, interpretability, preprint | - | - |
| How High Is 0.6? Floors, Ceilings, and Headroom in Interpretability Probing Pranjal Garg Published: 2026-10-06Area: cs.CLCitations: - Tags: ai-safety, cscl, interpretability, preprint | 2026-10-06 | cs.CL | ai-safety, cscl, interpretability, preprint | - | - |
| Mechanistic Interpretability of Atmospheric Rivers in GraphCast Antonios Mamalakis, Chirag Agarwal, Kevin M. Grise, Madelyn Mathai Published: 2026-10-06Area: cs.LGCitations: 26 Tags: ai-safety, cslg, interpretability, preprint | 2026-10-06 | cs.LG | ai-safety, cslg, interpretability, preprint | E8 / R5 (94%) | 26 |
| Causal Scrubbing: A Method for Rigorously Testing Interpretability Hypotheses Adri脙 Garriga-Alonso, Ansh Radhakrishnan, Buck Shlegeris, Jenny Nitishinskaya Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, empirical, interpretability, mechanistic-interp | - | Mechanistic Interp. | ai-safety, empirical, interpretability, mechanistic-interp | E5 / R3 (96%) | - |
| Core Views on AI Safety: When, Why, What, and How Anthropic Published: -Area: Surveys & ReviewsCitations: - Tags: ai-safety, interpretability, position, surveys-reviews | - | Surveys & Reviews | ai-safety, interpretability, position, surveys-reviews | E6 / R4 (95%) | - |
| Cracking the Circuits: Mechanistic Interpretability in Large Language Models Dost Muhammad, Malika Bendechache, Muhammad Salman, Mushtaq Ali Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, empirical, interpretability, mechanistic-interp | - | Mechanistic Interp. | ai-safety, empirical, interpretability, mechanistic-interp | E6 / R3 (95%) | - |
| Explaining AI through mechanistic interpretability Barnaby Crook, Lena K盲stner Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, interpretability, mechanistic-interp, theoretical | - | Mechanistic Interp. | ai-safety, interpretability, mechanistic-interp, theoretical | E5 / R3 (93%) | - |
| From Mechanistic Interpretability to Mechanistic Biology: Training, Evaluating, and Interpreting Sparse Autoencoders on Protein Language Models Etowah Adams, Liam Bai, Minji Lee, Mohammed AlQuraishi Published: -Area: Mechanistic Interp.Citations: 32 Tags: ai-safety, empirical, interpretability, mechanistic-interp | - | Mechanistic Interp. | ai-safety, empirical, interpretability, mechanistic-interp | E5 / R3 (96%) | 32 |
| Gemma Scope 2: Comprehensive Suite of SAEs and Transcoders for Gemma 3 Arthur Conmy, Callum McDougall, Janos Kramar, Neel Nanda Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, interpretability, mechanistic-interp, tool | - | Mechanistic Interp. | ai-safety, interpretability, mechanistic-interp, tool | E5 / R3 (98%) | - |
| Goodfire Ember: Scaling Interpretability for Frontier Model Alignment Atticus Geiger, Curt Tigges, Dan Braun, Daniel Balsam Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, alignment-training, interpretability, mechanistic-interp, tool | - | Mechanistic Interp. | ai-safety, alignment-training, interpretability, mechanistic-interp, tool | E4 / R3 (99%) | - |
| Language Models Can Explain Neurons in Language Models Dan Mossing, Gabriel Goh, Henk Tillman, Ilya Sutskever Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, empirical, interpretability, mechanistic-interp | - | Mechanistic Interp. | ai-safety, empirical, interpretability, mechanistic-interp | E4 / R2 (96%) | - |
| Neuronpedia: Interactive SAE Feature Explorer Johnny Lin Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, interpretability, mechanistic-interp, tool | - | Mechanistic Interp. | ai-safety, interpretability, mechanistic-interp, tool | E6 / R3 (95%) | - |
| SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders Andrea Seveso, Antonio Serino, Daniele Potert矛, Fabio Mercorio Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, alignment-training, empirical, interpretability, mechanistic-interp, safety-evaluation | - | Mechanistic Interp. | ai-safety, alignment-training, empirical, interpretability, mechanistic-interp, safety-evaluation | E6 / R3 (95%) | - |
| Sparse Autoencoders Find Partially Interpretable Features in Italian Small Language Models Alessandro Bondielli, Alessandro Lenci, Lucia C. Passaro Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, empirical, interpretability, mechanistic-interp | - | Mechanistic Interp. | ai-safety, empirical, interpretability, mechanistic-interp | E5 / R3 (97%) | - |
| Survey on the Role of Mechanistic Interpretability in Generative AI Leonardo Ranaldi Published: -Area: Surveys & ReviewsCitations: 4 Tags: adversarial-robustness, ai-safety, interpretability, survey, surveys-reviews | - | Surveys & Reviews | adversarial-robustness, ai-safety, interpretability, survey, surveys-reviews | E5 / R4 (94%) | 4 |
| TransformerLens Joseph Bloom, Neel Nanda Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, interpretability, mechanistic-interp, tool | - | Mechanistic Interp. | ai-safety, interpretability, mechanistic-interp, tool | E5 / R3 (96%) | - |
| Understanding RL Vision Chris Olah, Gabriel Goh, Jacob Hilton, Nick Cammarata Published: -Area: Mechanistic Interp.Citations: - Tags: ai-safety, empirical, interpretability, mechanistic-interp | - | Mechanistic Interp. | ai-safety, empirical, interpretability, mechanistic-interp | E5 / R3 (94%) | - |