When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion

When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/when-safe-models-merge-into-danger-exploiting-latent-vulnerabilities-in-llm-fusion

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 38
Source count: 4
Coverage: 33%

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 when-safe-models-merge-into-danger-exploiting-latent-vulnerabilities-in-llm-fusion | Route /signal-canvas/when-safe-models-merge-into-danger-exploiting-latent-vulnerabilities-in-llm-fusion

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/when-safe-models-merge-into-danger-exploiting-latent-vulnerabilities-in-llm-fusion

MCP example

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    "paper_ref": "when-safe-models-merge-into-danger-exploiting-latent-vulnerabilities-in-llm-fusion",
    "query_text": "Summarize When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion"
  }
}

source_context

{
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  "mode": "paper",
  "query": "When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion",
  "normalized_query": "2604.00627",
  "route": "/signal-canvas/when-safe-models-merge-into-danger-exploiting-latent-vulnerabilities-in-llm-fusion",
  "paper_ref": "when-safe-models-merge-into-danger-exploiting-latent-vulnerabilities-in-llm-fusion",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 38

Proof: Verification pending

Freshness state: computing

Source paper: When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion

PDF: https://arxiv.org/pdf/2604.00627v1

Source count: 4

Coverage: 33%

Last proof check: 2026-04-02T20:55:26.127Z

Signal Canvas receipt window

Watch and verify: When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion

/buildability/when-safe-models-merge-into-danger-exploiting-latent-vulnerabilities-in-llm-fusion

Watchwatch

Subject: When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion

Verdict

Watch

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

When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion

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