Agentic-imodels: Evolving agentic interpretability tools via autoresearch

Agentic-imodels: Evolving agentic interpretability tools via autoresearch | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/agentic-imodels-evolving-agentic-interpretability-tools-via-autoresearch

stale

Proof freshness: stale
Proof status: unverified
Display score: 8/10
Last proof check: 2026-05-06
Score updated: 2026-05-06
Score fresh until: 2026-06-05
References: 0
Source count: 4
Coverage: 67%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID agentic-imodels-evolving-agentic-interpretability-tools-via-autoresearch | Route /signal-canvas/agentic-imodels-evolving-agentic-interpretability-tools-via-autoresearch

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/agentic-imodels-evolving-agentic-interpretability-tools-via-autoresearch

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "agentic-imodels-evolving-agentic-interpretability-tools-via-autoresearch",
    "query_text": "Summarize Agentic-imodels: Evolving agentic interpretability tools via autoresearch"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Agentic-imodels: Evolving agentic interpretability tools via autoresearch",
  "normalized_query": "2605.03808",
  "route": "/signal-canvas/agentic-imodels-evolving-agentic-interpretability-tools-via-autoresearch",
  "paper_ref": "agentic-imodels-evolving-agentic-interpretability-tools-via-autoresearch",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Agentic-imodels: Evolving agentic interpretability tools via autoresearch

PDF: https://arxiv.org/pdf/2605.03808v1

Repository: https://github.com/csinva/agentic-imodels

Source count: 4

Coverage: 67%

Last proof check: 2026-05-06T20:22:23.636Z

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Ready for execution: Agentic-imodels: Evolving agentic interpretability tools via autoresearch

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Subject: Agentic-imodels: Evolving agentic interpretability tools via autoresearch

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

Agentic-imodels: Evolving agentic interpretability tools via autoresearch

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