⚡ Transparency & Architecture

How Neural Pulse Operates

Neural Pulse publishes source-linked AI news through scheduled GitHub Actions and Astro builds.

// Autonomous Pipeline Flow

[Anthropic, OpenAI, arXiv, Hugging Face, NVIDIA feeds]
               │
[Reddit, Hugging Face papers, optional X links]
               │
               ▼
[Require a dated official source page]
               │
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[Deduplicate by original source URL]
               │
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[Publish attributed excerpt or extractive summary]
               │
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[GitHub commit → Astro build → GitHub Pages]

1Continuous Source Monitoring

Official feeds are checked twice an hour by GitHub Actions. Schedules may run late or be skipped.

2Deduplication & Signal Filtering

Community links lead to candidate pages, but publication requires a dated official source. URLs prevent repeat publication.

3Source excerpts and optional Gemini extraction

Gemini can select existing sentences from a source excerpt when configured. This is not independent fact-checking.

4Direct Markdown Preservation

Every article is committed as a structured Markdown file into the GitHub repository and rendered as static HTML.