swyx (Latent Space)Oct 16, 2026Columns
[AINews] Agents disprove Polysemanticity; greatly improve Interpretability & Alignment
arXiv (vision, retrieval & HCI) cs.CVOct 9, 2026Research
Neurons++: A Unified Visual-Stream Framework for Image and Video Reconstruction from fMRI with Neural-to-Visual Interpretability
arXiv cs.LGOct 7, 2026Research
Temporally Interpretable Differentiable Decision Trees
arXiv cs.CLOct 6, 2026Research
How High Is 0.6? Floors, Ceilings, and Headroom in Interpretability Probing
arXiv cs.LGOct 1, 2026Research
Are We Recovering Mechanisms? Objective-Level Recovery Gaps in Mechanistic Interpretability
arXiv cs.LGOct 1, 2026Research
Have an LLM Write Your Anomaly Detector: Autonomous Discovery of Compact, Interpretable Detectors for Time Series
arXiv (systems & security) cs.LGOct 1, 2026Research
Detect, Explain, Interpret: An End-to-End Benchmark for Time Series Anomaly Detection, Explainability and Interpretability
arXiv cs.LGSep 28, 2026Research
Rethinking Circuit Evaluation: Do Circuits Explain Model Errors?
arXiv (vision, retrieval & HCI) cs.CVSep 27, 2026Research
Augmenting Visual Anomaly Detection with Automated Interpretability
arXiv cs.CLSep 24, 2026Research
Grammatical "grandmother neurons" are rare in LLMs
arXiv cs.AISep 23, 2026Research
Discovery of fully efficient fault indicators along a data-based diagnosis process