ruvector/examples/data/discoveries/swarm_hackernews.json
Claude 402d5dccd8 feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery
Three-stage pipeline (Extract → Transform → Load) using ruvector-solver:
- Extract: loads 460+ discoveries from 48 JSON data sources
- Transform: embeds into 64-dim vectors, builds 8-NN sparse graph,
  runs ForwardPush PPR (sublinear O(1/ε), Andersen-Chung-Lang 2006)
- Load: outputs ranked cross-domain correlations + 12×12 domain matrix

New data sources from parallel explorer swarms:
- Humanities: Harvard Art, Library of Congress, Open Library, Nobel, Smithsonian
- Genetics/Env: ClinVar variants, GBIF endangered, EPA air, marine, satellite fires
- Tech/Infra: GitHub trending, Hacker News, SpaceX, ISS, crypto/forex markets

Novel discoveries found by PPR:
- Technology→Earth climate correlation (equatorial weather patterns)
- Technology→Space-science link (ultra-short period brown dwarf)
- Life-science→Academic (agentic AI + GPCR drug discovery bridge)

https://claude.ai/code/session_01UWE22wnsZRSHKhT4h4Axby
2026-03-16 23:17:00 -04:00

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{
"fetched_at": "2026-03-15T23:47:40.544632+00:00",
"entries": [
{
"title": "Canada's bill C-22 mandates mass metadata surveillance of Canadians",
"content": "Score: 121. Comments: 32. By: opengrass. URL: https://www.michaelgeist.ca/2026/03/a-tale-of-two-bills-lawful-access-returns-with-changes-to-warrantless-access-but-dangerous-backdoor-surveillance-risks-remains/. Type: story",
"timestamp": "2026-03-15T21:22:16+00:00",
"source": "hacker_news_api",
"confidence": 0.93
},
{
"title": "Chrome DevTools MCP",
"content": "Score: 259. Comments: 124. By: xnx. URL: https://developer.chrome.com/blog/chrome-devtools-mcp-debug-your-browser-session. Type: story",
"timestamp": "2026-03-15T19:12:53+00:00",
"source": "hacker_news_api",
"confidence": 0.93
},
{
"title": "The 49MB web page",
"content": "Score: 222. Comments: 137. By: kermatt. URL: https://thatshubham.com/blog/news-audit. Type: story",
"timestamp": "2026-03-15T19:25:18+00:00",
"source": "hacker_news_api",
"confidence": 0.93
},
{
"title": "LLM Architecture Gallery",
"content": "Score: 185. Comments: 10. By: tzury. URL: https://sebastianraschka.com/llm-architecture-gallery/. Type: story",
"timestamp": "2026-03-15T16:01:09+00:00",
"source": "hacker_news_api",
"confidence": 0.93
},
{
"title": "LLMs can be exhausting",
"content": "Score: 14. Comments: 5. By: tjohnell. URL: https://tomjohnell.com/llms-can-be-absolutely-exhausting/. Type: story",
"timestamp": "2026-03-15T20:56:21+00:00",
"source": "hacker_news_api",
"confidence": 0.93
},
{
"title": "//go:fix inline and the source-level inliner",
"content": "Score: 92. Comments: 32. By: commotionfever. URL: https://go.dev/blog/inliner. Type: story",
"timestamp": "2026-03-11T18:39:25+00:00",
"source": "hacker_news_api",
"confidence": 0.93
},
{
"title": "A new Bigfoot documentary helps explain our conspiracy-minded era",
"content": "Score: 18. Comments: 2. By: zdw. URL: https://www.msn.com/en-us/news/us/a-new-bigfoot-documentary-helps-explain-our-conspiracy-minded-era/ar-AA1Yv6px. Type: story",
"timestamp": "2026-03-15T22:15:50+00:00",
"source": "hacker_news_api",
"confidence": 0.93
},
{
"title": "Separating the Wayland compositor and window manager",
"content": "Score: 192. Comments: 82. By: dpassens. URL: https://isaacfreund.com/blog/river-window-management/. Type: story",
"timestamp": "2026-03-15T15:09:24+00:00",
"source": "hacker_news_api",
"confidence": 0.93
},
{
"title": "What makes Intel Optane stand out (2023)",
"content": "Score: 167. Comments: 112. By: walterbell. URL: https://blog.zuthof.nl/2023/06/02/what-makes-intel-optane-stand-out/. Type: story",
"timestamp": "2026-03-15T15:09:41+00:00",
"source": "hacker_news_api",
"confidence": 0.93
},
{
"title": "Glassworm Is Back: A New Wave of Invisible Unicode Attacks Hits Repositories",
"content": "Score: 199. Comments: 115. By: robinhouston. URL: https://www.aikido.dev/blog/glassworm-returns-unicode-attack-github-npm-vscode. Type: story",
"timestamp": "2026-03-15T13:08:02+00:00",
"source": "hacker_news_api",
"confidence": 0.93
}
]
}