The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline

The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/the-recipe-matters-more-than-the-kitchen-mathematical-foundations-of-the-ai-weather-prediction-pipeline

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 75
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 the-recipe-matters-more-than-the-kitchen-mathematical-foundations-of-the-ai-weather-prediction-pipeline | Route /signal-canvas/the-recipe-matters-more-than-the-kitchen-mathematical-foundations-of-the-ai-weather-prediction-pipeline

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/the-recipe-matters-more-than-the-kitchen-mathematical-foundations-of-the-ai-weather-prediction-pipeline

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "the-recipe-matters-more-than-the-kitchen-mathematical-foundations-of-the-ai-weather-prediction-pipeline",
    "query_text": "Summarize The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline",
  "normalized_query": "2604.01215",
  "route": "/signal-canvas/the-recipe-matters-more-than-the-kitchen-mathematical-foundations-of-the-ai-weather-prediction-pipeline",
  "paper_ref": "the-recipe-matters-more-than-the-kitchen-mathematical-foundations-of-the-ai-weather-prediction-pipeline",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 75

Proof: Verification pending

Freshness state: computing

Source paper: The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline

PDF: https://arxiv.org/pdf/2604.01215v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-02T21:01:54.904Z

Signal Canvas receipt window

Not build-ready: The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline

/buildability/the-recipe-matters-more-than-the-kitchen-mathematical-foundations-of-the-ai-weather-prediction-pipeline

Ignoreblocked

Subject: The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline

Verdict

Ignore

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

The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface