Propensity Inference: Environmental Contributors to LLM Behaviour

Propensity Inference: Environmental Contributors to LLM Behaviour | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/propensity-inference-environmental-contributors-to-llm-behaviour

stale

Proof freshness: stale
Proof status: unverified
Display score: 2/10
Last proof check: 2026-04-24
Score updated: 2026-04-24
Score fresh until: 2026-05-24
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 propensity-inference-environmental-contributors-to-llm-behaviour | Route /signal-canvas/propensity-inference-environmental-contributors-to-llm-behaviour

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/propensity-inference-environmental-contributors-to-llm-behaviour

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "propensity-inference-environmental-contributors-to-llm-behaviour",
    "query_text": "Summarize Propensity Inference: Environmental Contributors to LLM Behaviour"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Propensity Inference: Environmental Contributors to LLM Behaviour",
  "normalized_query": "2604.21098",
  "route": "/signal-canvas/propensity-inference-environmental-contributors-to-llm-behaviour",
  "paper_ref": "propensity-inference-environmental-contributors-to-llm-behaviour",
  "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: Propensity Inference: Environmental Contributors to LLM Behaviour

PDF: https://arxiv.org/pdf/2604.21098v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-24T20:33:11.522Z

Signal Canvas receipt window

Not build-ready: Propensity Inference: Environmental Contributors to LLM Behaviour

/buildability/propensity-inference-environmental-contributors-to-llm-behaviour

Ignoreblocked

Subject: Propensity Inference: Environmental Contributors to LLM Behaviour

Verdict

Ignore

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

Propensity Inference: Environmental Contributors to LLM Behaviour

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface