De-attribute to Forget for LLM Unlearning

De-attribute to Forget for LLM Unlearning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/de-attribute-to-forget-for-llm-unlearning

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
References: 0
Source count: 3
Coverage: 50%

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 de-attribute-to-forget-for-llm-unlearning | Route /signal-canvas/de-attribute-to-forget-for-llm-unlearning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/de-attribute-to-forget-for-llm-unlearning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "de-attribute-to-forget-for-llm-unlearning",
    "query_text": "Summarize De-attribute to Forget for LLM Unlearning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "De-attribute to Forget for LLM Unlearning",
  "normalized_query": "2605.30919",
  "route": "/signal-canvas/de-attribute-to-forget-for-llm-unlearning",
  "paper_ref": "de-attribute-to-forget-for-llm-unlearning",
  "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: De-attribute to Forget for LLM Unlearning

PDF: https://arxiv.org/pdf/2605.30919v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-01T20:28:31.985Z

Signal Canvas receipt window

Not build-ready: De-attribute to Forget for LLM Unlearning

/buildability/de-attribute-to-forget-for-llm-unlearning

Ignoreblocked

Subject: De-attribute to Forget for LLM Unlearning

Verdict

Ignore

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

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

De-attribute to Forget for LLM Unlearning

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