Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss

Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/round-trip-translation-reveals-what-frontier-multilingual-benchmarks-miss

stale

Proof freshness: stale
Proof status: unverified
Display score: 6/10
Last proof check: 2026-04-15
Score updated: 2026-04-15
Score fresh until: 2026-05-15
References: 0
Source count: 5
Coverage: 83%

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 round-trip-translation-reveals-what-frontier-multilingual-benchmarks-miss | Route /signal-canvas/round-trip-translation-reveals-what-frontier-multilingual-benchmarks-miss

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/round-trip-translation-reveals-what-frontier-multilingual-benchmarks-miss

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "round-trip-translation-reveals-what-frontier-multilingual-benchmarks-miss",
    "query_text": "Summarize Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss",
  "normalized_query": "2604.12911",
  "route": "/signal-canvas/round-trip-translation-reveals-what-frontier-multilingual-benchmarks-miss",
  "paper_ref": "round-trip-translation-reveals-what-frontier-multilingual-benchmarks-miss",
  "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: Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss

PDF: https://arxiv.org/pdf/2604.12911v1

Repository: https://github.com/bethgelab/lit-benchmark

Source count: 5

Coverage: 83%

Last proof check: 2026-04-15T20:33:36.887Z

Signal Canvas receipt window

Watch and verify: Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss

/buildability/round-trip-translation-reveals-what-frontier-multilingual-benchmarks-miss

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Subject: Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss

Verdict

Watch

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

Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss

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