Preserving Plasticity in Continual Learning via Dynamical Isometry

Preserving Plasticity in Continual Learning via Dynamical Isometry | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/preserving-plasticity-in-continual-learning-via-dynamical-isometry

ready

Proof freshness: fresh
Proof status: unverified
Display score: 0/10
Last proof check: 2026-06-09
Score updated: 2026-06-09
Score fresh until: 2026-07-09
References: 0
Source count: 3
Coverage: 50%

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

Agent Handoff

Canonical ID preserving-plasticity-in-continual-learning-via-dynamical-isometry | Route /signal-canvas/preserving-plasticity-in-continual-learning-via-dynamical-isometry

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/preserving-plasticity-in-continual-learning-via-dynamical-isometry

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "preserving-plasticity-in-continual-learning-via-dynamical-isometry",
    "query_text": "Summarize Preserving Plasticity in Continual Learning via Dynamical Isometry"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Preserving Plasticity in Continual Learning via Dynamical Isometry",
  "normalized_query": "2606.09762",
  "route": "/signal-canvas/preserving-plasticity-in-continual-learning-via-dynamical-isometry",
  "paper_ref": "preserving-plasticity-in-continual-learning-via-dynamical-isometry",
  "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: Preserving Plasticity in Continual Learning via Dynamical Isometry

PDF: https://arxiv.org/pdf/2606.09762v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-09T05:29:57.270Z

Signal Canvas receipt window

Not build-ready: Preserving Plasticity in Continual Learning via Dynamical Isometry

/buildability/preserving-plasticity-in-continual-learning-via-dynamical-isometry

Ignoreblocked

Subject: Preserving Plasticity in Continual Learning via Dynamical Isometry

Verdict

Ignore

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

Preserving Plasticity in Continual Learning via Dynamical Isometry

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