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Paper Citation Record · LEDGER

Interpretability Needs a New Paradigm

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2405.05386.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2405.05386 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:58:34.990181Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3328d00a-61f0-4cf4-9a6b-1e2d93d4c71e · inbound

Perspectives for Direct Interpretability in Multi-Agent Deep Reinforcement Learning cites this paper.

Perspectives for Direct Interpretability in Multi-Agent Deep Reinforcement Learning Interpretability Needs a New Paradigm

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-09T17:58:34.990181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:58:34.990181Z digest=sha256:ec641d50429fcab5cf4046bc593ade492262e31d56de0b211e3ada48ccffb46a

Observation f309bf3c-b0a1-4e8d-817d-09db7b0df5f5 · inbound

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods cites this paper.

xai_evals : A Framework for Evaluating Post-Hoc Local Explanation Methods Interpretability Needs a New Paradigm

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-09T10:15:24.460005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T10:15:24.460005Z digest=sha256:0a425809de45341d876f4be831cf53e7503cc78d135d08a6239c6e0cacfbb99a

Observation 3bde116e-8acc-4e3b-8cb4-b2aab8613b8e · inbound

LLMs Don't Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations cites this paper.

LLMs Don't Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations Interpretability Needs a New Paradigm

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-04T19:12:07.079494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T19:12:07.079494Z digest=sha256:358515b88bc9e1ecca6a44b61c0a5502ff0b1d77c6b846f12b02496bbc05d95c

Observation fbc854ee-c71a-419a-bb80-462433b919d1 · inbound

From Mechanistic to Compositional Interpretability cites this paper.

From Mechanistic to Compositional Interpretability Interpretability Needs a New Paradigm

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-12T02:46:18.441757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T02:42:26.173782Z digest=sha256:2f63445cd31abafec157850c017457aa613a566ab7d25e7b7011752d033856b7

Observation 8f15e322-b90c-43f4-9864-bbec7773a9be · inbound

Interpretability Can Be Actionable cites this paper.

Interpretability Can Be Actionable Interpretability Needs a New Paradigm

Reference 84

Resolution
verified exact
arxiv_id, observed 2026-05-13T06:17:22.813378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-13T06:12:51.656452Z digest=sha256:a285ec7df3419624bbe1219611fc125a26484813467dd586d3dd2435dec4c7fa

Observation c51f1996-f055-44e8-a6b5-80c170d2ce48 · inbound

Reliability, Faithfulness, and the Limits of Post-hoc Explanations of Opaque Scientific Models cites this paper.

Reliability, Faithfulness, and the Limits of Post-hoc Explanations of Opaque Scientific Models Interpretability Needs a New Paradigm

Reference 152

Resolution
verified exact
arxiv_id, observed 2026-06-30T08:24:26.442097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-30T08:20:23.645840Z digest=sha256:6bf4e286645469c5d377f6539d62d1a2d6f843f840adff32dd35a365959d7ffb