https://www.lesswrong.com/posts/TjaeCWvLZtEDAS5Ex/towards-developmental-interpretability
Towards Developmental Interpretability — LessWrong
Developmental interpretability is a research agenda that has grown out of a meeting of the Singular Learning Theory (SLT) and AI alignment communitie…
towardsdevelopmentalinterpretabilitylesswrong
https://trustworthy-ai-workshop.github.io/iclr2026/
Principled Design for Trustworthy AI - Interpretability, Robustness, and Safety across Modalities
trustworthy aiprincipleddesign
https://en.wikipedia.org/wiki/Mechanistic_interpretability
Mechanistic interpretability - Wikipedia
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https://actionable-interpretability.github.io/posters/
Workshop on Actionable Interpretability@COLM 2026
workshopactionableinterpretabilitycolm
https://devinterp.com/
Developmental Interpretability
Website for the developmental interpretability research agenda.
developmentalinterpretability
https://papers.nips.cc/paper_files/paper/2018/hash/b994697479c5716eda77e8e9713e5f0f-Abstract.html
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples
attacksmeetinterpretabilityattributedetection
https://www.datacamp.com/ja/tutorial/introduction-to-shap-values-machine-learning-interpretability
An Introduction to SHAP Values and Machine Learning Interpretability | DataCamp
Unlock the black box of machine learning models with SHAP values.
an introductionmachine learningshapvaluesinterpretability
https://www.bluelightai.com/blog/mechanistic-interpretability-in-practice/
Mechanistic Interpretability in Practice: Applying TDA to Breast Cancer - BluelightAI
Jun 6, 2025 - The same TDA feature compression that refined breast cancer subtypes applies directly to SAE and CLT features from large language models.
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https://www.dailydoseofds.com/a-crash-course-on-model-interpretability-part-2/
Model Interpretability (Part 2)
Dec 31, 2025 - A deep dive into interpretability methods, why they matter, along with their intuition, considerations, how to avoid being misled, and code.
model interpretabilitypart
https://schmidtsciences.smapply.io/prog/2026_interpretability_rfp/
2026 Interpretability RFP - Schmidt Sciences
interpretabilityrfpschmidtsciences
https://neuroailab.ucsf.edu/blog/2025/04/24/urgency_interpretability_amodei
The Urgency of Interpretability by Dario Amodei
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https://bepec.in/courses/practical-data-science-ai/lesson/interpretability-of-model-using-shap-2-3/
Interpretability of Model using SHAP - bepec.in
of modelinterpretabilityusingshap
https://withmartian.com/post/scaling-ai-interpretability
Scaling AI Interpretability
Anthropic and OpenAI recently released groundbreaking mechanistic interpretability work on frontier models, using Sparse AutoEncoders (SAEs) at scale....
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https://explaining.ml/
StrategyAtlas: Strategy Analysis for Machine Learning Interpretability
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https://hireforstatisticsexam.com/can-stata-assignment-help-enhance-the-interpretability-and-communication-of-results-in-data-analysis-and-research-reports
Can Stata Assignment Help enhance the interpretability and communication of results in data...
Feb 1, 2024 - Can Stata Assignment Help enhance the interpretability and communication of results in data analysis and research reports? While there clearly exists the need
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https://fredhohman.com/summit/
Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution...
Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations
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https://theblue.social/starter-packs/272
Linguistic Interpretability - Bluesky Starter Pack
Researchers in the space of linguistically motivated analysis of language models. Linguistic Interpretability and LLMs is a
linguisticinterpretabilityblueskystarterpack
https://adobe.mdsr.live/tag/interpretability/
Interpretability | Adobe Media and Data Science Research (MDSR) Laboratory
Adobe Media and Data Science Research (MDSR) Laboratory - A group of researchers committed to solving hard problems in digital media and marketing using...
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https://openreview.net/forum?id=ztzZDzgfrh
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability...
Retrieval-Augmented Generation (RAG) models are designed to incorporate external knowledge, reducing hallucinations caused by insufficient parametric...
detectinghallucinationretrievalaugmentedgeneration
https://collaborate.princeton.edu/en/publications/contextual-semantic-interpretability/
Contextual Semantic Interpretability - Princeton University
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https://quaintitative.com/writing/artificial_sweeteners_organic_flavors_inherent_vs/
Artificial Sweeteners or Organic Flavors? Inherent Interpretability vs. Post-Hoc Explainability |...
Dec 28, 2025 - The trade-offs between building interpretable models and explaining black-box ones
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https://cfn.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...
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https://mani.fund/projects/the-first-workshop-on-mechanistic-interpretability-for-vision?tab=comments
The First Workshop on Mechanistic Interpretability for Vision | Manifund
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https://viengpingmansion.top/Model-Interpretability-in-Machine-Learning-Understanding-AI-Decisions
Model Interpretability in Machine Learning: Understanding AI Decisions
Model Interpretability in Machine Learning: Understanding AI Decisions
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https://www.shadecoder.com/topics/model-interpretability-a-comprehensive-guide-for-2025
Model Interpretability Guide 2025 | ShadeCoder
Jan 2, 2026 - Learn practical, actionable guidance on model interpretability in 2025 - definitions, benefits, implementation steps, common mistakes, and next steps.
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https://learn.arena.education/chapter1_transformer_interp/1_5_overview/
Chapter 1: Transformer Interpretability - ARENA
chaptertransformerinterpretabilityarena
https://www.quantamagazine.org/tag/interpretability/
interpretability | Quanta Magazine
interpretabilityquantamagazine
https://ff06-2020.fastforwardlabs.com/
Interpretability 2020
An online research report on interpretability for machine learning by Cloudera Fast Forward.
interpretability
https://www.schmidtsciences.org/ai-interpretability/
AI Interpretability - Schmidt Sciences
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https://www.ixa.eus/node/3400?language=eu
SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on Interpretability |...
semantic textual similarity
https://retrobowlgame.co.uk/model-interpretability-techniques/
Model Interpretability Techniques: A Complete Guide
Sep 20, 2025 - The complex process that happens in between can be a major challenge. This is where model interpretability techniques come into play..........
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https://emploi.cnrs.fr/Offres/Doctorant/UMR5217-MAXPEY-001/Default.aspx?lang=EN
Portail Emploi CNRS - Job offer - PhD Thesis: Interpretability and Evaluation of LLMs and Agentic...
https://cubanscientist.org/archive?abs=on&q=interpretability
Search results for interpretability - The Cuban Scientist
Two-page Reports on Science
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https://dds.technion.ac.il/seminars/faculty_seminar/understanding-and-enhancing-deep-neural-networks-with-automated-interpretability/?Ical
Understanding and Enhancing Deep Neural Networks with Automated Interpretability - The Faculty of...
Abstract: Deep neural networks are becoming incredibly sophisticated; they can generate realistic images, engage in complex dialogues, analyze intricate data,...
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https://job-boards.greenhouse.io/anthropic/jobs/4980427008
Job Application for Research Scientist, Interpretability at Anthropic
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https://novaknown.com/tag/mechanistic-interpretability/
mechanistic interpretability Archives - Novaknown
The study of how neural networks process information internally by identifying the circuits and components responsible for their outputs.
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https://scholars.duke.edu/publication/1531184
Scholars@Duke publication: Towards Trustworthy Data Science: Interpretability, Fairness and...
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https://research.jku.at/de/publications/an-evolving-neuro-fuzzy-system-based-on-uni-nullneurons-with-adva/
An Evolving Neuro-Fuzzy System based on Uni-Nullneurons with Advanced Interpretability Capabilities...
https://parj.africa/ajai_artificial_intelligen_84
African Journal of Artificial Intelligence: Interpretability for Supply Chains
African Journal of Artificial Intelligence: Interpretability for Supply Chains is an open-access peer-reviewed journal under PARJ Africa.
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https://eleven-strategy.com/interpretability-of-machine-learning-models/
Interpretability of machine learning models - Eleven
Jan 10, 2023 - The development of machine learning models that process large amounts of data greatly improves the performance of predictions.
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