PURGE: Projected Unlearning via Retain-Guided Erasure

PURGE: Projected Unlearning via Retain-Guided Erasure | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/purge-projected-unlearning-via-retain-guided-erasure

ready

Proof freshness: fresh
Proof status: unverified
Display score: 6/10
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 purge-projected-unlearning-via-retain-guided-erasure | Route /signal-canvas/purge-projected-unlearning-via-retain-guided-erasure

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/purge-projected-unlearning-via-retain-guided-erasure

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "purge-projected-unlearning-via-retain-guided-erasure",
    "query_text": "Summarize PURGE: Projected Unlearning via Retain-Guided Erasure"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "PURGE: Projected Unlearning via Retain-Guided Erasure",
  "normalized_query": "2606.03808",
  "route": "/signal-canvas/purge-projected-unlearning-via-retain-guided-erasure",
  "paper_ref": "purge-projected-unlearning-via-retain-guided-erasure",
  "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: PURGE: Projected Unlearning via Retain-Guided Erasure

PDF: https://arxiv.org/pdf/2606.03808v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-03T20:45:03.320Z

Signal Canvas receipt window

Watch and verify: PURGE: Projected Unlearning via Retain-Guided Erasure

/buildability/purge-projected-unlearning-via-retain-guided-erasure

Watchwatch

Subject: PURGE: Projected Unlearning via Retain-Guided Erasure

Verdict

Watch

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

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.

PURGE: Projected Unlearning via Retain-Guided Erasure

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