Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability

Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability

ready

Proof freshness: fresh
Proof status: unverified
Display score: 4/10
Last proof check: 2026-06-03
Score updated: 2026-06-03
Score fresh until: 2026-07-03
References: 0
Source count: 3
Coverage: 50%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability | Route /signal-canvas/safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability",
    "query_text": "Summarize Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability",
  "normalized_query": "2606.03648",
  "route": "/signal-canvas/safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability",
  "paper_ref": "safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability

PDF: https://arxiv.org/pdf/2606.03648v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-03T20:46:48.445Z

Signal Canvas receipt window

Not build-ready: Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability

/buildability/safety-measurements-for-fine-tuned-llms-should-be-grounded-in-capability

Ignoreblocked

Subject: Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface