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https://devinterp.com/ Developmental Interpretability Website for the developmental interpretability research agenda. developmental interpretability https://arxiv.org/abs/2501.15740 [2501.15740] Propositional Interpretability in Artificial Intelligence Abstract page for arXiv paper 2501.15740: Propositional Interpretability in Artificial Intelligence interpretability artificial intelligence https://www.anthropic.com/research/team/interpretability Interpretability Research \ Anthropic Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems. interpretability research anthropic https://hisku.substack.com/p/a-taxonomy-of-training-time-interpretability?open=false A Taxonomy of Training-Time Interpretability On designing models to be interpretable by construction, not by post-hoc analysis. training time taxonomy interpretability https://mechinterpworkshop.com/ Mechanistic Interpretability Workshop at ICML 2026 The Mechanistic Interpretability Workshop at ICML 2026. How can we use the internals of neural networks to understand a model better? mechanistic interpretability workshop icml https://machinelearningauthority.com/explainable-ai-services/ Explainable AI and Model Interpretability Services Explainable AI XAI and model interpretability services address the technical and regulatory challenge of making machine learning model outputs understandable... explainable ai model interpretability services https://docs.google.com/document/d/1qdNP2VHiE9-AObzdgSGAz69AJpaWU6ON3_NlW2zzuTE/edit?tab=t.0 WhiteBox AI Interpretability Fellowship Primer (Cohort 2) - Google Docs We suggest you view this primer on a laptop/desktop. If you're on mobile, we recommend viewing it on your Google Docs app. WhiteBox AI Interpretability... ai interpretability whitebox fellowship primer cohort https://pmc.ncbi.nlm.nih.gov/articles/PMC8373813/ Applications of interpretability in deep learning models for ophthalmology - PMC In this article, we introduce the concept of model interpretability, review its applications in deep learning models for clinical ophthalmology, and discuss... deep learning models for ophthalmology applications interpretability pmc https://www.kaggle.com/discussions/questions-and-answers/519788 Balancing Model Accuracy and Interpretability: How do you navigate this trade-off? | Kaggle "In machine learning, achieving high model accuracy often conflicts with the need for interpretability. While accurate models may perform well, they can be c... how do you https://thezvi.substack.com/p/ai-33 AI #33: Cool New Interpretability Paper - by Zvi Mowshowitz This has been a rough week for pretty much everyone. cool new ai interpretability paper zvi https://arxiv.org/abs/2504.13151v2 [2504.13151v2] MIB: A Mechanistic Interpretability Benchmark Abstract page for arXiv paper 2504.13151v2: MIB: A Mechanistic Interpretability Benchmark mechanistic interpretability mib benchmark https://new-savanna.blogspot.com/2022/05/beyond-interpretability-developing.html NEW SAVANNA: Beyond interpretability: developing a language to shape our relationships with AI Abstract : AI arrived in our lives, making important decisions affecting us. How should we work with this new class of co-workers? The ... https://www.coursera.org/learn/responsible-ai-for-developers-interpretabilitytransparency Responsible AI for Developers: Interpretability & Transparency | Coursera Offered by Google Cloud. This course introduces concepts of AI interpretability and transparency. It discusses the importance of AI ... Enroll for free. ai for developers responsible interpretability transparency coursera https://collaborate.princeton.edu/en/publications/enhancing-interpretability-using-human-similarity-judgements-to-p/fingerprints/?sortBy=alphabetically Enhancing Interpretability using Human Similarity Judgements to Prune Word Embeddings - Fingerprint... word embeddings enhancing interpretability using human https://ch.mathworks.com/help/stats/interpretability-regression.html?s_tid=CRUX_topnav Interpretability - MATLAB & Simulink Train interpretable regression models and interpret complex regression models interpretability matlab simulink https://pubmed.ncbi.nlm.nih.gov/31944251/ Responsiveness and Interpretability of 2 Measures of Physical Function in Patients With... Our findings suggest that ASPI is preferable over BASFI when evaluating physical function after exercise interventions in patients with axSpA. physical function in patients responsiveness interpretability https://ri.diva-portal.org/smash/record.jsf?pid=diva2:1965872 Interpretability versus performance of analytical and neural-network-based permeability prediction... neural network interpretability versus performance analytical https://arxiv.org/abs/2512.05794 [2512.05794] Mechanistic Interpretability of Antibody Language Models Using SAEs Abstract page for arXiv paper 2512.05794: Mechanistic Interpretability of Antibody Language Models Using SAEs mechanistic interpretability language models antibody using saes https://arxiv.org/html/2504.13151v2 MIB: A Mechanistic Interpretability Benchmark mechanistic interpretability mib benchmark https://arxiv.org/abs/2002.09192v1 [2002.09192v1] An Investigation of Interpretability Techniques for Deep Learning in Predictive... Abstract page for arXiv paper 2002.09192v1: An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics an investigation https://boris-portal.unibe.ch/entities/publication/22d96bb9-f51b-43f7-9c68-2e6ec7d7c927 INFORMER- Interpretability Founded Monitoring of Medical Image Deep Learning Models medical image deep learning informer interpretability founded https://arxiv.org/abs/1802.00614 [1802.00614] Visual Interpretability for Deep Learning: a Survey Abstract page for arXiv paper 1802.00614: Visual Interpretability for Deep Learning: a Survey deep learning visual interpretability survey https://iris.cnr.it/handle/20.500.14243/303092 Insights into Interpretability of Neuro-Fuzzy Systems insights interpretability neuro fuzzy systems https://sites.libsyn.com/54799/disentanglement-and-interpretability-in-recommender-systems Data Skeptic : Disentanglement and Interpretability in Recommender Systems data skeptic disentanglement interpretability recommender https://www.anthropic.com/research/team/interpretability?ref=en.gusewski.me Interpretability Research \ Anthropic Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems. interpretability research anthropic https://ee-damp.github.io/2025-08-07-Abhijat_Bharadwaj_DDP/ (Multiresolution) Signal Processing for Interpretability and Economy in Generative AI signal processing interpretability economy generative ai https://cais.usc.edu/tag/interpretability/ interpretability Archives - USC Center for Artificial Intelligence in Society center for artificial intelligence interpretability archives usc https://repository.lib.ncsu.edu/items/967c3800-8858-460e-a0b0-917dc6be8985 Innovative strategies for strengthening interpretability of covariance analysis by use of... innovative strategies for strengthening interpretability covariance analysis https://ieeetv.ieee.org/fuzzy-rule-based-classifier-design-accuracy-interpretability-and-explanation-ability Fuzzy Rule-Based Classifier Design: Accuracy, Interpretability and Explanation Ability | IEEETV Hisao Ishibuchi, Southern University of Science and Technology (SUSTech), Shenzhen, China (hisao@sustech.edu.cn) fuzzy rule based classifier design https://sites.libsyn.com/54799/interpretability-practitioners Data Skeptic : Interpretability Practitioners data skeptic interpretability practitioners https://techcommunity.microsoft.com/tag/model%20interpretability?nodeId=board%3AEducatorDeveloperBlog Tag:"model interpretability" in "Educator Developer Blog" | Microsoft Community Hub Find all posts, articles, and events tagged with "model interpretability" within Educator Developer Blog in Microsoft Community Hub. Stay informed with the... model interpretability developer blog microsoft community tag educator https://repository.tudelft.nl/record/uuid:af650ca3-09c9-4cca-a76f-3906bc33d495 Relation between prognostics predictor evaluation metrics and local interpretability SHAP values |... evaluation metrics relation prognostics predictor https://research.facebook.com/publications/neural-basis-models-for-interpretability/ Neural Basis Models for Interpretability - Meta Research We propose an architecture denoted as the Neural Basis Model (NBM) which uses a single neural network to learn these bases. On a variety of tabular and image... neural basis models interpretability meta https://live-cltc.pantheon.berkeley.edu/publication/an-interpretability-study-of-llms-for-code-security/ An Interpretability Study of LLMs for Code Security - CLTC Large language models (LLMs) such as ChatGPT have greatly advanced coding tasks but often fail to generate secure code. Current approaches to improving code... code security interpretability study llms cltc https://rescience.github.io/bibliography/Mohorcic_2023.html [Re] Hierarchical Shrinkage: Improving the Accuracy and Interpretability of Tree-Based Methods https://www.ndph.ox.ac.uk/research/research-groups/eph/research/genomics-and-economics-theme/genomics-and-economics-projects/evaluating-the-content-validity-construct-validity-responsiveness-interpretability-feasibility-and-acceptability-of-outcome-measurement-instruments-in-the-context-of-genome-sequencing-for-rare-disease-diagnosis-a-longitudinal-mixed-methods-multi Evaluating the content validity, construct validity, responsiveness, interpretability, feasibility,... the content evaluating validity construct responsiveness https://arxiv.org/abs/2001.09876v1 [2001.09876v1] The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word... Abstract page for arXiv paper 2001.09876v1: The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings https://www.meetup.com/topics/machine-learning-interpretability/rs/ Machine Learning Interpretability groups | Meetup Find Meetup events so you can do more of what matters to you. Or create your own group and meet people near you who share your interests. machine learning interpretability groups meetup https://nemiconf.github.io/summer25/ The 2nd New England Mechanistic Interpretability (NEMI) Workshop new england mechanistic interpretability nemi workshop https://pmc.ncbi.nlm.nih.gov/articles/PMC10707658/ Research on customer churn prediction and model interpretability analysis - PMC In recent years, with the continuous improvement of the financial system and the rapid development of the banking industry, the competition of the banking... customer churn prediction model interpretability research analysis pmc https://eprints.illc.uva.nl/id/eprint/306/ PP-2008-32: Interpretability in PRA - ILLC Preprints and Publications pp interpretability pra illc preprints https://jp.mathworks.com/help/deeplearning/visualization-and-interpretability.html?s_tid=CRUX_topnav Visualization and Interpretability - MATLAB & Simulink Plot training progress, assess accuracy, explain predictions, and visualize features learned by a network visualization interpretability matlab simulink https://www.illc.uva.nl/Research/Publications/Publications-by-year/publication/3049/Provability-Logics-for-Relative-Interpretability Provability Logics for Relative Interpretability | Institute for Logic, Language and Computation provability logics relative interpretability institute https://ch.mathworks.com/fr/discovery/interpretability.html Interpretability - MATLAB & Simulink Learn about interpretability: how it works, why it matters, and how to use MATLAB to perform interpretability. Resources include videos, examples, and... interpretability matlab simulink https://thesequence.substack.com/p/the-sequence-radar-531-the-need-for The Sequence Radar #531: The Need for AI Interpretability Anthropic's CEO message about one of the most important challenges in generative AI. the sequence need for radar ai interpretability https://exec-ed.berkeley.edu/tag/ai-interpretability/ AI interpretability Archives - UC Berkeley Professional Education ai interpretability uc berkeley archives professional education https://inventions.techventures.columbia.edu/technologies/evaluating--CU21011 Evaluating robustness and interpretability of AI models for disease detection A standardized, interpretable AI evaluation framework for robust disease detection in medical imaging, aligning models with expert feedback. ai models evaluating robustness interpretability disease https://profiles.wustl.edu/en/publications/the-interpretability-of-family-history-reports-of-alcoholism-in-g/ The Interpretability of Family History Reports of Alcoholism in General Community Samples: Findings... family history https://jobs.inria.fr/public/classic/fr/offres/2026-09862 2026-09862 - PhD Position F/M Mechanistic Interpretability and Problem-Space Adversarial Attacks... Offre d'emploi Inria https://developer.nvidia.com/gtc/2019/video/s9249 GTC Silicon Valley-2019: Practical Machine Learning Interpretability Techniques | NVIDIA Developer silicon valley machine learning gtc practical https://employment.ku.dk/phd/?show=160571 PhD fellowship in Mechanistic Interpretability for LLM Security phd fellowship mechanistic interpretability for llm security https://lilywenglab.github.io/cvpr2026-principled-interpretability-tutorial/ Principled Interpretability in Vision Models | Principled Interpretability in Vision Models in vision principled interpretability models https://hspop.uw.edu/publication/presentation-approaches-for-enhancing-interpretability-of-patient-reported-outcomes-pros-in-meta-analysis-a-protocol-for-a-systematic-survey-of-cochrane-reviews/ Presentation approaches for enhancing interpretability of patient-reported outcomes (PROs) in... Devji T, Johnston BC, Patrick DL, Bhandari M, Thabane L, Guyatt GH. Presentation approaches for enhancing interpretability of patient-reported outcomes (PROs)... patient reported outcomes presentation approaches enhancing interpretability https://bg.copernicus.org/articles/21/2051/2024/ BG - Interpretability of negative latent heat fluxes from eddy covariance measurements in dry... Abstract. It is known from arid and semi-arid ecosystems that atmospheric water vapor can directly be adsorbed by the soil matrix. Soil water vapor adsorption... https://pmc.ncbi.nlm.nih.gov/articles/PMC9763801/ Condition-based maintenance using machine learning and role of interpretability: a review - PMC This article aims to review the literature on condition-based maintenance (CBM) by analyzing various terms, applications, and challenges. CBM is a maintenance... condition based maintenance https://arxiv.org/abs/2304.06919 [2304.06919] Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary... Abstract page for arXiv paper 2304.06919: Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense https://www.kellogg.northwestern.edu/academics-research/research/detail/1987/improper-solutions-in-the-analysis-of-covariance-structures-their/ Improper Solutions in the Analysis of Covariance Structures: Their Interpretability and a... A Monte Carlo approach was employed to investigate the interpretability of improper solutions caused by sampling error in maximum likelihood confirmatory... in the https://www.cambridge.org/core/journals/review-of-symbolic-logic/article/when-biinterpretability-implies-synonymy/00B8CAF9978904070D017C303308F414 WHEN BI-INTERPRETABILITY IMPLIES SYNONYMY | The Review of Symbolic Logic | Cambridge Core WHEN BI-INTERPRETABILITY IMPLIES SYNONYMY - Volume 18 Issue 4 the review https://msclogic.illc.uva.nl/theses/recent/publication/4161/Supremum-in-the-Lattice-of-Interpretability Supremum in the Lattice of Interpretability | Master of Logic in the lattice interpretability master logic https://arxiv.org/abs/2503.06269v2 [2503.06269v2] Using Mechanistic Interpretability to Craft Adversarial Attacks against Large... Abstract page for arXiv paper 2503.06269v2: Using Mechanistic Interpretability to Craft Adversarial Attacks against Large Language Models mechanistic interpretability adversarial attacks using https://jobs.apple.com/nl-be/details/200626484-1242/aiml-research-scientist-ai-interpretability-visualization AIML - Research Scientist, AI Interpretability & Visualization - Vacatures bij Apple (BE) research scientist ai interpretability aiml visualization vacatures https://academiccommons.columbia.edu/doi/10.7916/d8-hfry-nr98 Network Structures, Concurrency, and Interpretability: Lessons from the Development of an AI... This thesis describes the development of the SmartGraph, an AI enabled graph database. The need for such a system has been independently recognized in the... https://nlp.stanford.edu/~wuzhengx/boundless_das/index.html Scaling interpretability with LLMs We propose a new method based on the theory of causal abstraction to find representations that play a given causal role in LLMs scaling interpretability llms https://bcmullins.github.io/economic_methodology_interpretable_ml_blackboxes/ Economic Methodology Meets Interpretable Machine Learning - Part I - Interpretability,... This post is the first entry in Economic Methodology Meets Interpretable Machine Learning and briefly introduces the ideas of black boxes, explainability, and... economic methodology machine learning meets part interpretability https://www.techtarget.com/searchenterpriseai/feature/Interpretability-vs-explainability-in-AI-and-machine-learning Interpretability vs. explainability in AI and machine learning | TechTarget Learn the key differences between interpretability and explainability in AI and machine learning, and explore examples, techniques and limitations. ai and machine learning interpretability vs explainability techtarget https://par.nsf.gov/biblio/10657157-towards-global-level-mechanistic-interpretability-perspective-modular-circuits-large-language-models Towards Global-level Mechanistic Interpretability: A Perspective of Modular Circuits of Large... This page contains metadata information for the record with PAR ID 10657157 global level mechanistic interpretability towards https://explaining.ml/ StrategyAtlas: Strategy Analysis for Machine Learning Interpretability strategy analysis machine learning interpretability https://colah.github.io/notes/interp-v-neuro/ Interpretability vs Neuroscience [rough note] -- colah's blog A list of advantages that make understanding artificial nerural networks much easier than biological ones. interpretability vs neuroscience rough note https://emploi.cnrs.fr/Offres/Doctorant/UMR5217-MAXPEY-002/Default.aspx?lang=EN Portail Emploi CNRS - Job offer - PhD Thesis: Interpretability and Evaluation of LLMs and Agentic... https://codelabs.developers.google.com/codelabs/responsible-ai/lit-on-gcp LLM prompt debugging with the Learning Interpretability Tool (LIT) on GCP | Google Codelabs https://www1-prod.cs.uchicago.edu/events/event/distinguished-lecture-series-been-kim-google-deepmind-alignment-and-interpretability-how-we-might-get-it-right/ Distinguished Lecture Series: Been Kim (Google DeepMind)- Alignment and interpretability: how we... Part of the 2024-25 DSI Distinguished Speaker Series and the Computer Science Distinguished Lecture Series. Abstract: The main goal of interpretability is to... distinguished lecture series google deepmind