Fast and Accurate Probing of In-Training LLMs' Downstream Performances

Fast and Accurate Probing of In-Training LLMs' Downstream Performances | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/fast-and-accurate-probing-of-in-training-llms-downstream-performances

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 105
Source count: 6
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 fast-and-accurate-probing-of-in-training-llms-downstream-performances | Route /signal-canvas/fast-and-accurate-probing-of-in-training-llms-downstream-performances

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/fast-and-accurate-probing-of-in-training-llms-downstream-performances

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "fast-and-accurate-probing-of-in-training-llms-downstream-performances",
    "query_text": "Summarize Fast and Accurate Probing of In-Training LLMs' Downstream Performances"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Fast and Accurate Probing of In-Training LLMs' Downstream Performances",
  "normalized_query": "2604.01025",
  "route": "/signal-canvas/fast-and-accurate-probing-of-in-training-llms-downstream-performances",
  "paper_ref": "fast-and-accurate-probing-of-in-training-llms-downstream-performances",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 105

Proof: Verification pending

Freshness state: computing

Source paper: Fast and Accurate Probing of In-Training LLMs' Downstream Performances

PDF: https://arxiv.org/pdf/2604.01025v1

Source count: 6

Coverage: 50%

Last proof check: 2026-04-02T21:01:35.754Z

Signal Canvas receipt window

Not build-ready: Fast and Accurate Probing of In-Training LLMs' Downstream Performances

/buildability/fast-and-accurate-probing-of-in-training-llms-downstream-performances

Ignoreblocked

Subject: Fast and Accurate Probing of In-Training LLMs' Downstream Performances

Verdict

Ignore

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

Fast and Accurate Probing of In-Training LLMs' Downstream Performances

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