Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation

Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
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 instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation | Route /signal-canvas/instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation",
    "query_text": "Summarize Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation",
  "normalized_query": "2604.27249",
  "route": "/signal-canvas/instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation",
  "paper_ref": "instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation",
  "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: Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation

PDF: https://arxiv.org/pdf/2604.27249v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-01T20:33:19.934Z

Signal Canvas receipt window

Not build-ready: Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation

/buildability/instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation

Ignoreblocked

Subject: Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation

Verdict

Ignore

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

Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation

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