How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism

How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/how-llms-follow-instructions-skillful-coordination-not-a-universal-mechanism

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Proof freshness: unknown
Proof status: unverified
Display score: 2/10
Last proof check: 2026-04-08
Score updated: 2026-04-08
Score fresh until: 2026-05-08
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 how-llms-follow-instructions-skillful-coordination-not-a-universal-mechanism | Route /signal-canvas/how-llms-follow-instructions-skillful-coordination-not-a-universal-mechanism

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/how-llms-follow-instructions-skillful-coordination-not-a-universal-mechanism

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "how-llms-follow-instructions-skillful-coordination-not-a-universal-mechanism",
    "query_text": "Summarize How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism"
  }
}

source_context

{
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  "mode": "paper",
  "query": "How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism",
  "normalized_query": "2604.06015",
  "route": "/signal-canvas/how-llms-follow-instructions-skillful-coordination-not-a-universal-mechanism",
  "paper_ref": "how-llms-follow-instructions-skillful-coordination-not-a-universal-mechanism",
  "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: How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism

PDF: https://arxiv.org/pdf/2604.06015v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-08T03:22:19.825Z

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Not build-ready: How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism

/buildability/how-llms-follow-instructions-skillful-coordination-not-a-universal-mechanism

Ignoreblocked

Subject: How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism

Verdict

Ignore

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

How LLMs Follow Instructions: Skillful Coordination, Not a Universal Mechanism

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