Theory Under Construction: Orchestrating Language Models for Research Software Where the Specification Evolves

Theory Under Construction: Orchestrating Language Models for Research Software Where the Specification Evolves | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/theory-under-construction-orchestrating-language-models-for-research-software-where-the-specification-evolves

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-01
Score updated: 2026-05-01
Score fresh until: 2026-05-31
References: 0
Source count: 3
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 theory-under-construction-orchestrating-language-models-for-research-software-where-the-specification-evolves | Route /signal-canvas/theory-under-construction-orchestrating-language-models-for-research-software-where-the-specification-evolves

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/theory-under-construction-orchestrating-language-models-for-research-software-where-the-specification-evolves

MCP example

{
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    "mode": "paper",
    "paper_ref": "theory-under-construction-orchestrating-language-models-for-research-software-where-the-specification-evolves",
    "query_text": "Summarize Theory Under Construction: Orchestrating Language Models for Research Software Where the Specification Evolves"
  }
}

source_context

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  "mode": "paper",
  "query": "Theory Under Construction: Orchestrating Language Models for Research Software Where the Specification Evolves",
  "normalized_query": "2604.27209",
  "route": "/signal-canvas/theory-under-construction-orchestrating-language-models-for-research-software-where-the-specification-evolves",
  "paper_ref": "theory-under-construction-orchestrating-language-models-for-research-software-where-the-specification-evolves",
  "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: Theory Under Construction: Orchestrating Language Models for Research Software Where the Specification Evolves

PDF: https://arxiv.org/pdf/2604.27209v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-01T20:30:04.934Z

Signal Canvas receipt window

Watch and verify: Theory Under Construction: Orchestrating Language Models for Research Software Where the Specification Evolves

/buildability/theory-under-construction-orchestrating-language-models-for-research-software-where-the-specification-evolves

Watchwatch

Subject: Theory Under Construction: Orchestrating Language Models for Research Software Where the Specification Evolves

Verdict

Watch

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

Theory Under Construction: Orchestrating Language Models for Research Software Where the Specification Evolves

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