ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload

ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/recover-resilient-llm-pre-training-system-via-fault-tolerant-collective-and-versatile-workload

stale

Proof freshness: fresh
Proof status: unverified
Display score: 3/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
References: 0
Source count: 0
Coverage: 0%

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 recover-resilient-llm-pre-training-system-via-fault-tolerant-collective-and-versatile-workload | Route /signal-canvas/recover-resilient-llm-pre-training-system-via-fault-tolerant-collective-and-versatile-workload

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/recover-resilient-llm-pre-training-system-via-fault-tolerant-collective-and-versatile-workload

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "recover-resilient-llm-pre-training-system-via-fault-tolerant-collective-and-versatile-workload",
    "query_text": "Summarize ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload",
  "normalized_query": "2605.11215",
  "route": "/signal-canvas/recover-resilient-llm-pre-training-system-via-fault-tolerant-collective-and-versatile-workload",
  "paper_ref": "recover-resilient-llm-pre-training-system-via-fault-tolerant-collective-and-versatile-workload",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload

PDF: https://arxiv.org/pdf/2605.11215v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-13T20:19:31.376Z

Signal Canvas receipt window

Not build-ready: ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload

/buildability/recover-resilient-llm-pre-training-system-via-fault-tolerant-collective-and-versatile-workload

Ignoreblocked

Subject: ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload

Verdict

Ignore

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

ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload

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Signal Canvas proof surface