Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii | Paper Citation Record

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This paper cites The Computational Complexity of Circuit Discovery for Inner Interpretability.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii The Computational Complexity of Circuit Discovery for Inner Interpretability

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This paper cites Physics of Language Models: Part 3.1, Knowledge Storage and Extraction.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Physics of Language Models: Part 3.1, Knowledge Storage and Extraction

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This paper cites Physics of language models: Part 3.1, knowledge storage and extraction.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Physics of language models: Part 3.1, knowledge storage and extraction

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii The urgency of interpretability, 2025

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Foundational Challenges in Assuring Alignment and Safety of Large Language Models

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This paper cites Ai as systems, not just models, 2024.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Ai as systems, not just models, 2024

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Standard saes might be incoherent: A choosing problem & a “concise” solution

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Position: Interpretability is a bidirectional communication problem

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This paper cites A mathematical philosophy of explanations in mechanistic interpretability: The strange science part i.i, 2025.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii A mathematical philosophy of explanations in mechanistic interpretability: The strange science part i.i, 2025

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This paper cites Interpretability as Compression: Reconsidering SAE Explanations of Neural Activations with MDL-SAEs.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Interpretability as Compression: Reconsidering SAE Explanations of Neural Activations with MDL-SAEs

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Novum Organum

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Simplicity

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Design Rules: The Power of Modularity Volume 1

Reference 13

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Icml 2024 mechanistic interpretability workshop, 2024

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Local vs. Global Interpretability: A Computational Complexity Perspective

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Explanation: A mechanist alternative

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Unresolved cited work

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This paper cites International AI Safety Report.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii International AI Safety Report

Reference 18

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Mechanistic Interpretability for AI Safety -- A Review

Reference 19

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Unresolved cited work

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This paper cites Auditing local explanations is hard.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Auditing local explanations is hard

Reference 21

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Language models can explain neurons in language models

Reference 22

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii An Interpretability Illusion for BERT

Reference 23

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning

Reference 24

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Interpretability in Parameter Space: Minimizing Mechanistic Description Length with Attribution-based Parameter Decomposition

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Towards Monosemanticity : Decomposing Language Models With Dictionary Learning

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Propositional Interpretability in Artificial Intelligence

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii A toy model of universality: Reverse engineering how networks learn group operations

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii The evolutionary origins of modularity

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Towards Automated Circuit Discovery for Mechanistic Interpretability

Reference 30

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Central dogma of molecular biology

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii The beginning of infinity: Explanations that transform the world

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Unresolved cited work

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Einstein

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Unresolved cited work

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Clusterability in Neural Networks

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Interpretability illusions in the generalization of simplified models

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Scaling and evaluating sparse autoencoders

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Causal abstractions of neural networks

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Clustering algorithms

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Compact proofs of model performance via mechanistic interpretability

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Interpbench: Semi-synthetic transformers for evaluating mechanistic interpretability techniques

Reference 43

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Hastie, R

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Hempel and Paul Oppenheim

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Philosophy of Natural Science

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Bayesianism and inference to the best explanation

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Loss Landscape Degeneracy and Stagewise Development in Transformers

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Sparse autoencoders find highly interpretable features in language models

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Hutter, E

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Fine-tuning neural networks to match their interpretation: Towards scaling compact proofs, 2025

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Kandel, J.H

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Saebench: a comprehensive benchmark for sparse autoencoders, 2024

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Kennefick

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Explanatory unification

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Three approaches to the quantitative definition ofinformation

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Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:25:07.627680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1587381a-db0b-4c29-8c54-0a0c152ca444 · outbound

This paper cites The Structure of Scientific Revolutions.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii The Structure of Scientific Revolutions

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.607038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aaa33f02-0ff5-4a53-aada-a5d9be8f6d4f · outbound

This paper cites Falsification and the methodology of scientific research programmes.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Falsification and the methodology of scientific research programmes

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.586373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 91c964fc-0773-420c-8279-fc1eb53403b3 · outbound

This paper cites The Methodology of Scientific Research Programmes.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii The Methodology of Scientific Research Programmes

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.567371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f9885b31-5dd2-4dae-97f1-f880fb428f8b · outbound

This paper cites Sparse Autoencoders Do Not Find Canonical Units of Analysis.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Sparse Autoencoders Do Not Find Canonical Units of Analysis

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.850864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a9f288-c896-4fba-9c44-d8753e20975f · outbound

This paper cites Lindsay and David Bau.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Lindsay and David Bau

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.856242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0ae1407-4a60-447c-8d2e-dada1f82ccfc · outbound

This paper cites The mythos of model interpretability: In machine learning, the concept of interpretability is both important and slippery.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii The mythos of model interpretability: In machine learning, the concept of interpretability is both important and slippery

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.862843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eb3975f-8e1f-4e66-a474-ec9c3b1a62af · outbound

This paper cites Mechanistic mode connectivity.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Mechanistic mode connectivity

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.539180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca10ed64-93ed-4ac4-a197-12840824058c · outbound

This paper cites Information theory, inference and learning algorithms.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Information theory, inference and learning algorithms

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.874084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86793f78-8c9c-49a5-b6b4-0c5e352fa2df · outbound

This paper cites Is this the subspace you are looking for? an interpretability illusion for subspace activation patching.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Is this the subspace you are looking for? an interpretability illusion for subspace activation patching

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.507881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2085c2d2-ad9b-49d1-9c1b-412de83b2a98 · outbound

This paper cites Downstream applications as validation of interpretability progress, March 2025.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Downstream applications as validation of interpretability progress, March 2025

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.486729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 484ea65f-aec7-463d-80ea-4d5c9dc4fd29 · outbound

This paper cites Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.891673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb401795-6468-4d96-8e49-cfb9a832798b · outbound

This paper cites Cognitive styles in two cognitive sciences.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Cognitive styles in two cognitive sciences

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.468750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fb3e9be1-3e90-4402-bf7a-be0ded544915 · outbound

This paper cites Zoom in: An introduction to circuits.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Zoom in: An introduction to circuits

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.905678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 536f7abc-d582-4db8-9057-fae24a5dba45 · outbound

This paper cites In-context Learning and Induction Heads.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii In-context Learning and Induction Heads

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.911761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 293d1e50-1950-4e08-84f3-51ad6d5bb269 · outbound

This paper cites Automatically Interpreting Millions of Features in Large Language Models.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Automatically Interpreting Millions of Features in Large Language Models

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.918441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b0b26c7-9cc4-4b96-8dd8-8f02df58426d · outbound

This paper cites Causality.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Causality

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.925700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6aebdff-6c3d-404e-b0fd-1062e6f53578 · outbound

This paper cites Poincar \'e.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Poincar \'e

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.416845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2af5c31-1409-4f9f-b0c2-e63b82fc5688 · outbound

This paper cites an unresolved cited work.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.944080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b60c837-b55c-4963-8912-cee876b825cf · outbound

This paper cites Hume on theoretical simplicity.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Hume on theoretical simplicity

Reference 76

Resolution: verified exact; doi, observed 2026-08-16T04:25:06.221515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e7de4f8c-c5f8-4c6e-bdb3-6d566e58bd11 · outbound

This paper cites Escalation risks from language models in military and diplomatic decision-making.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Escalation risks from language models in military and diplomatic decision-making

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.962513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4747c415-0ae3-4b04-b1ee-2029e9bd4a1f · outbound

This paper cites Four decades of scientific explanation.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Four decades of scientific explanation

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.384390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 80943169-dfbc-466b-a923-efe22d9afad1 · outbound

This paper cites an unresolved cited work.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:25:07.365849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 29c5b0f6-51c4-4735-99a3-2c9f05b2f048 · outbound

This paper cites Mechanistic?.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Mechanistic?

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.978424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08075a01-c91b-4cc8-8e58-12d0004ac73c · outbound

This paper cites Theoretical Virtues in Science: Uncovering Reality Through Theory.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Theoretical Virtues in Science: Uncovering Reality Through Theory

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.346087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 740ce7be-8b7a-4b84-b752-dd27ef2f759c · outbound

This paper cites Riechers, Lucas Teixeira, Alexander Gietelink Oldenziel, and Sarah Marzen.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Riechers, Lucas Teixeira, Alexander Gietelink Oldenziel, and Sarah Marzen

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.990103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b7789d5-9c8b-4ace-9512-ac09ab787734 · outbound

This paper cites A mathematical theory of communication.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii A mathematical theory of communication

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:05.996982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b417d3b7-a3fc-4a92-a138-97465a1fe086 · outbound

This paper cites Open Problems in Mechanistic Interpretability.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Open Problems in Mechanistic Interpretability

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:06.003123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e07c0ebc-f326-427a-a03f-bbc9cbaf8612 · outbound

This paper cites Hypothesis testing the circuit hypothesis in LLM s.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Hypothesis testing the circuit hypothesis in LLM s

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.296737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d512897-3ac1-4f50-b804-40995ead7c76 · outbound

This paper cites The golden mean of scientific virtues, 2024.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii The golden mean of scientific virtues, 2024

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.276920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1d7ce50c-4f21-4f8c-a2d0-82bfdc5f1ff6 · outbound

This paper cites Knowledge in Perspective: Selected Essays in Epistemology.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Knowledge in Perspective: Selected Essays in Epistemology

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.259403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 352006f4-c9b9-4bf7-bc3c-71372f66f6b8 · outbound

This paper cites Grokking group multiplication with cosets.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Grokking group multiplication with cosets

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.240232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca0eab37-098d-4e05-a20d-024b68c63bb8 · outbound

This paper cites Simplicity as Evidence of Truth.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Simplicity as Evidence of Truth

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.218842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e2cb470-0087-4b83-a9c2-b26796256c1f · outbound

This paper cites TracrBench: Generating Interpretability Testbeds with Large Language Models.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii TracrBench: Generating Interpretability Testbeds with Large Language Models

Reference 90

Resolution: verified exact; local_arxiv, observed 2026-08-16T04:25:06.330001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a2c7ecf-696a-4a1a-9927-dc96616081c7 · outbound

This paper cites Interpretability in the wild: a circuit for indirect object identification in gpt-2 small.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Interpretability in the wild: a circuit for indirect object identification in gpt-2 small

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.193035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 57fadde9-0811-439f-84ad-fa1f01846649 · outbound

This paper cites Why favour simplicity? Analysis, 65 0 (3): 0 205--210, 2005.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Why favour simplicity? Analysis, 65 0 (3): 0 205--210, 2005

Reference 92

Resolution: verified exact; doi, observed 2026-08-16T04:25:06.202634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b37e3d23-7ad3-4fdd-b774-1a560c33b6d1 · outbound

This paper cites Understanding as compression.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Understanding as compression

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.173192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 095fdfb3-67ab-48ae-a712-b6d6f312a35d · outbound

This paper cites Geschichte und Naturwissenschaft.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Geschichte und Naturwissenschaft

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.154724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 721adab6-90b7-48eb-81f9-c03e9c9c1263 · outbound

This paper cites From probability to consilience: How explanatory values implement bayesian reasoning.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii From probability to consilience: How explanatory values implement bayesian reasoning

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.136110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0c046019-3c7f-41e4-9991-f9a048c1a470 · outbound

This paper cites Woodward.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Woodward

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.111381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ff95413-4b01-4574-8af5-5fffe4e5c756 · outbound

This paper cites Towards a unified and verified understanding of group-operation networks.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Towards a unified and verified understanding of group-operation networks

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:06.086534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74a24061-0e17-4599-a309-ec652df7de8d · outbound

This paper cites AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:06.093358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5268333d-c642-4bbb-b2eb-f957abac149a · outbound

This paper cites A theory of usable information under computational constraints.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii A theory of usable information under computational constraints

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:06.101369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7474a404-cacd-4e6c-bd4e-726f49f34e19 · outbound

This paper cites Locally decodable codes.

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability -- The Strange Science Part I.ii Locally decodable codes

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:07.076567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Outbound references

Pith citing papers