More Than "Means to an End": Supporting Reasoning with Transparently Designed AI Data Science Processes

More Than "Means to an End": Supporting Reasoning with Transparently Designed AI Data Science Processes | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/more-than-means-to-an-end-supporting-reasoning-with-transparently-designed-ai-data-science-processes

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 more-than-means-to-an-end-supporting-reasoning-with-transparently-designed-ai-data-science-processes | Route /signal-canvas/more-than-means-to-an-end-supporting-reasoning-with-transparently-designed-ai-data-science-processes

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/more-than-means-to-an-end-supporting-reasoning-with-transparently-designed-ai-data-science-processes

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "more-than-means-to-an-end-supporting-reasoning-with-transparently-designed-ai-data-science-processes",
    "query_text": "Summarize More Than \"Means to an End\": Supporting Reasoning with Transparently Designed AI Data Science Processes"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "More Than \"Means to an End\": Supporting Reasoning with Transparently Designed AI Data Science Processes",
  "normalized_query": "2603.24877",
  "route": "/signal-canvas/more-than-means-to-an-end-supporting-reasoning-with-transparently-designed-ai-data-science-processes",
  "paper_ref": "more-than-means-to-an-end-supporting-reasoning-with-transparently-designed-ai-data-science-processes",
  "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: More Than "Means to an End": Supporting Reasoning with Transparently Designed AI Data Science Processes

PDF: https://arxiv.org/pdf/2603.24877v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Not build-ready: More Than "Means to an End": Supporting Reasoning with Transparently Designed AI Data Science Processes

/buildability/more-than-means-to-an-end-supporting-reasoning-with-transparently-designed-ai-data-science-processes

Ignoreblocked

Subject: More Than "Means to an End": Supporting Reasoning with Transparently Designed AI Data Science Processes

Verdict

Ignore

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

More Than "Means to an End": Supporting Reasoning with Transparently Designed AI Data Science Processes

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface