SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing

SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/slim-sparse-latent-steering-for-interpretable-and-property-directed-llm-based-molecular-editing

stale

Proof freshness: fresh
Proof status: unverified
Display score: 8/10
Last proof check: 2026-05-12
Score updated: 2026-05-12
Score fresh until: 2026-06-11
References: 0
Source count: 0
Coverage: 0%

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 slim-sparse-latent-steering-for-interpretable-and-property-directed-llm-based-molecular-editing | Route /signal-canvas/slim-sparse-latent-steering-for-interpretable-and-property-directed-llm-based-molecular-editing

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/slim-sparse-latent-steering-for-interpretable-and-property-directed-llm-based-molecular-editing

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "slim-sparse-latent-steering-for-interpretable-and-property-directed-llm-based-molecular-editing",
    "query_text": "Summarize SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing",
  "normalized_query": "2605.10831",
  "route": "/signal-canvas/slim-sparse-latent-steering-for-interpretable-and-property-directed-llm-based-molecular-editing",
  "paper_ref": "slim-sparse-latent-steering-for-interpretable-and-property-directed-llm-based-molecular-editing",
  "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: SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing

PDF: https://arxiv.org/pdf/2605.10831v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-12T20:14:59.855Z

Signal Canvas receipt window

Watch and verify: SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing

/buildability/slim-sparse-latent-steering-for-interpretable-and-property-directed-llm-based-molecular-editing

Watchwatch

Subject: SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing

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