Pando: Do Interpretability Methods Work When Models Won't Explain Themselves?
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Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/pando-do-interpretability-methods-work-when-models-won-t-explain-themselves
- Observed
- 2026-04-14
- Fresh until
- 2026-04-28
- Coverage
- 67%
- Source count
- 4
- Stale after
- 2026-04-28
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- Last verified
- 2026-04-14
- References
- 0
- Sources
- 4
- Coverage
- 67%
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Agent Handoff
Pando: Do Interpretability Methods Work When Models Won't Explain Themselves?
Canonical ID pando-do-interpretability-methods-work-when-models-won-t-explain-themselves | Route /signal-canvas/pando-do-interpretability-methods-work-when-models-won-t-explain-themselves
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/pando-do-interpretability-methods-work-when-models-won-t-explain-themselvesMCP example
{
"tool": "search_signal_canvas",
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"mode": "paper",
"paper_ref": "pando-do-interpretability-methods-work-when-models-won-t-explain-themselves",
"query_text": "Summarize Pando: Do Interpretability Methods Work When Models Won't Explain Themselves?"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Pando: Do Interpretability Methods Work When Models Won't Explain Themselves?",
"normalized_query": "2604.11061",
"route": "/signal-canvas/pando-do-interpretability-methods-work-when-models-won-t-explain-themselves",
"paper_ref": "pando-do-interpretability-methods-work-when-models-won-t-explain-themselves",
"topic_slug": null,
"benchmark_ref": null,
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}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Pando: Do Interpretability Methods Work When Models Won't Explain Themselves?
PDF: https://arxiv.org/pdf/2604.11061v1
Source count: 4
Coverage: 67%
Last proof check: 2026-04-14T20:32:59.044Z
Paper Conversation
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Pando: Do Interpretability Methods Work When Models Won't Explain Themselves?
Canonical Paper Receipt
Last verification: 2026-04-14T20:32:59.044ZFreshness: fresh
Proof: verified
Repo: missing
References: 0
Sources: 4
Coverage: 67%
- - repo_url
- - references
No unresolved unknowns recorded.
Preparing verified analysis
Dimensions overall score 8.0
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